@proceedings{emnlp-2026-industry,
    title = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.0/",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{atanasova-etal-2026-emnlp,
    title = "{EMNLP} 2026 Industry Track: Overview",
    author = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.1/",
    pages = "1--4",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bougie-etal-2026-beyond,
    title = "Beyond Offline A/{B} Testing: Context-Aware Agent Simulation for Recommender System Evaluation",
    author = "Bougie, Nicolas  and
      Marconi, Gian Maria  and
      Ye, Xiaotong  and
      Watanabe, Narimawa",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.2/",
    pages = "5--24",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wang-etal-2026-llp,
    title = "{LLP}: {LLM}-Based Product Pricing in {E}-commerce",
    author = "Wang, Hairu  and
      You, Sheng  and
      Zhang, Qingheng  and
      Xie, Xike  and
      Han, Shuguang  and
      Wu, Yuchen  and
      Huang, Fei  and
      Chen, Jufeng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.3/",
    pages = "25--42",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{uppala-2026-prompts,
    title = "Prompts Don{'}t Protect: Architectural Enforcement via {MCP} Proxy for {LLM} Tool Access Control",
    author = "Uppala, Rohith",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.4/",
    pages = "43--49",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{xiao-etal-2026-lunar-r1,
    title = "{L}unar-{R}1: Efficient Reasoning of Large Language Models for Lunar Exploration via Reinforcement Learning",
    author = "Xiao, Xin-Yu  and
      Tian, Ye  and
      He, Zhixian  and
      Chen, Qilin  and
      Wang, Shiqi  and
      Xia, Qianchen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.5/",
    pages = "50--69",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-debate,
    title = "Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation",
    author = "Zhang, Shiyu  and
      Cheng, Leisheng  and
      Li, Huifu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.6/",
    pages = "70--78",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhou-etal-2026-inventory,
    title = "Inventory-Grounded Policy-Level Optimization for Training-Free {AI} Search",
    author = "Zhou, Wei  and
      Wu, Tiandeng  and
      Ding, Jiandong  and
      Fan, Zhufeng  and
      Cao, Yi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.7/",
    pages = "79--99",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-tmu,
    title = ".tmu: A Low-Entropy Tree-Structured Representation for {LLM}-Assisted Scientific Writing",
    author = "Liu, Tianyou  and
      Li, Ziqiang  and
      Liu, Xurui  and
      Wu, Yu  and
      Li, Yansong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.8/",
    pages = "100--123",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{v-etal-2026-much,
    title = "How Much Should the Agent See? A Disclosure Axis for {LLM} Data-Analyst Agents",
    author = "V, Athira M  and
      Challa, Aditya  and
      Tripathi, Jaya  and
      Mohanty, Saroj  and
      Choudhary, Santosh Kumar  and
      Danda, Sravan  and
      Jain, Ruchika Mehra  and
      Saha, Snehanshu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.9/",
    pages = "124--144",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lv-etal-2026-knsight,
    title = "Knsight: Self-Evolving Agentic System for Production Cloud Root Cause Analysis",
    author = "Lv, Bo  and
      He, Hongge  and
      Wang, Xueqi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.10/",
    pages = "145--171",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yang-etal-2026-guide,
    title = "{GUIDE}: Generative Unsupervised {C}hinese Query Correction via Phonetic and Visual Shared-{ID} Encoding",
    author = "Yang, Lei  and
      Huang, Binbin  and
      Tan, Jiwei  and
      Sui, Xuhui  and
      Tu, Chang  and
      Wang, Yi  and
      Li, Han",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.11/",
    pages = "172--183",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{atreja-etal-2026-pioneer,
    title = "Pioneer Agent: Continual Improvement of Small Language Models in Production",
    author = "Atreja, Dhruv  and
      White, Julia  and
      Nayak, Nikhil Shivakumar  and
      Zhang, Kelton  and
      Princis, Henrijs  and
      Hurn-Maloney, George  and
      Lewis, Ash  and
      Zaratiana, Urchade",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.12/",
    pages = "184--198",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{li-etal-2026-cost,
    title = "Cost-{LLM}: Efficient Multimodal Procurement-Cost Reasoning for {E}-Commerce Price Governance",
    author = "Li, Zhiyin  and
      Huang, Fei  and
      Kong, Tengteng  and
      Jie, Tang  and
      Li, Shengjie",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.13/",
    pages = "199--210",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chen-etal-2026-localsug,
    title = "{L}ocal{SUG}: City-Preference-Enhanced {LLM} for Query Suggestion in Local-Life Services",
    author = "Chen, Jinwen  and
      Zhang, Shiwen  and
      Gong, Shuai  and
      Zhang, Zheng  and
      Zhao, Yachao  and
      Wang, Lingxiang  and
      Zhou, Haibo  and
      Lin, Wei  and
      Zhang, Hainan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.14/",
    pages = "211--224",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yue-etal-2026-omnithoughtvis,
    title = "{O}mni{T}hought{V}is: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning Models",
    author = "Yue, Yuanhao  and
      Wang, Chengyu  and
      Lyu, Yuanjie  and
      Shen, Lei  and
      Huang, Jun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.15/",
    pages = "225--239",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hu-etal-2026-complete,
    title = "Complete or Abstain? Aligning {SQL} Completion with User Preferences",
    author = "Hu, Xintong  and
      Xie, Defeng  and
      Wang, Yuxiang  and
      Li, Chunyou  and
      Xie, Haining  and
      Liu, Hao  and
      Feng, Haozhe  and
      Li, Yang  and
      Huang, Danqing  and
      He, Debiao  and
      Yan, Xiao  and
      Jiang, Jiawei  and
      Chen, Peng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.16/",
    pages = "240--258",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-scaling-reinforcement,
    title = "Scaling Reinforcement Learning for Content Moderation with Large Language Models",
    author = "Liu, Rui  and
      Lu, Yuchen  and
      Hou, Zhenyu  and
      Xiong, Fangzhou  and
      Zhang, Xiaoyang  and
      Jian, Changshu  and
      Zhu, Zhicheng  and
      Ma, Jiayuan  and
      Tao, Jacob  and
      Unlu Menevse, Merve  and
      Li, Han  and
      Gupta, Chaitali  and
      Peng, Xiaochang  and
      Lin, Suwen  and
      Bai, Chongyang  and
      Mei, Shike  and
      Cui, Hang  and
      Qin, Yang  and
      Tang, Shuo  and
      Gaedtke, Jason  and
      Mittal, Arpit  and
      Firooz, Hamed",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.17/",
    pages = "259--274",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-auditing,
    title = "Auditing and Repairing {LLM}-as-Judge Failures in a Production Text-to-{SQL} Pipeline",
    author = "Liu, Haowei  and
      Wu, Hsin-Tai  and
      Fang, Yi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.18/",
    pages = "275--287",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-plan,
    title = "Plan or Retrieve First? A Scale Study of Tool Discovery Architectures",
    author = "Zhang, Mingfei  and
      Surana, Amit  and
      Majid, Ziauddin  and
      Wang, Chenxi  and
      Xu, Michael",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.19/",
    pages = "288--299",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{tian-guan-2026-toollery,
    title = "Toollery: Scaling {LLM} Agents to Thousands of Skills and Tools",
    author = "Tian, Xiangxi  and
      Guan, Ran",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.20/",
    pages = "300--314",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-raft,
    title = "{RAFT}: A Stateful Retrieval-Augmented Framework for Troubleshooting Agents",
    author = "Zhang, Mingxuan  and
      Wang, Xiaowen  and
      Sharan, Anupma  and
      Chen, Zhengyi  and
      Zhang, Chenyu Diana  and
      Yang, Shanshan  and
      Pacharu, Chittibabu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.21/",
    pages = "315--328",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bougie-etal-2026-perceptui,
    title = "{P}ercept{UI}: {LLM} Agents as Human-Aligned Synthetic Users for {UI}/{UX} Evaluation",
    author = "Bougie, Nicolas  and
      Ye, Xiaotong  and
      Marconi, Gian Maria  and
      Watanabe, Narimawa",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.22/",
    pages = "329--351",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{oncevay-etal-2026-multi,
    title = "Multi-Stage Proxy Retrieval for Illiquid Bond Pricing",
    author = "Oncevay, Arturo  and
      Sain, Joy Prakash  and
      Ling, Chen  and
      Kaur, Simerjot  and
      Smiley, Charese  and
      Liu, Xiaomo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.23/",
    pages = "352--364",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chang-etal-2026-learning,
    title = "Learning to Prompt: Improving Student Engagement with Adaptive {LLM}-based High-School Tutoring",
    author = "Chang, Po-Chin  and
      Hogan, Nicholas  and
      Plaat, Aske  and
      van der Meer, Michiel T.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.24/",
    pages = "365--393",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kanda-etal-2026-workflowperturb,
    title = "{W}orkflow{P}erturb: Calibrated Stress Tests for Evaluating Multi-Agent Workflow Metrics",
    author = "Kanda, Madhav  and
      Agarwal, Sharad  and
      Fonseca, Rodrigo  and
      Kumbhare, Alok Gautam  and
      Las-Casas, Pedro",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.25/",
    pages = "394--411",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zheng-etal-2026-tsassistant,
    title = "{TSA}ssistant: A Human-in-the-Loop Agentic Framework for Automated Target Safety Assessment",
    author = "Zheng, Xiaochen  and
      Jiang, Zhiwen  and
      Tokar, David  and
      Cheng, Yexiang  and
      Serra, Alvaro  and
      Guerard, Melanie  and
      Hatje, Klas  and
      Doktorova, Tatyana",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.26/",
    pages = "412--434",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bougie-etal-2026-cityreal,
    title = "{C}ity{R}eal: Human-Aligned Urban Behavior and City Dynamics Simulation with Large-Scale {LLM} Agents",
    author = "Bougie, Nicolas  and
      Ye, Xiaotong  and
      Watanabe, Narimawa",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.27/",
    pages = "435--455",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{geng-liu-2026-parthenon,
    title = "Parthenon Law: A Self-Evolving Legal-Agent Framework",
    author = "Geng, Hejia  and
      Liu, Yuxuan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.28/",
    pages = "456--480",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-llms-fail,
    title = "How {LLM}s Fail and Generalize in {RTL} Coding for Hardware Design?",
    author = "Liu, Guan-Ting  and
      Yang, Chao-Han Huck  and
      Deng, Chenhui  and
      Khailany, Brucek  and
      Wang, Yu-Chiang Frank",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.29/",
    pages = "481--496",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{scarinci-etal-2026-synthave,
    title = "{S}ynth{AVE}: Scalable Synthetic Labeling for {E}-Commerce with {LLM}-Arena Validation",
    author = "Scarinci, Andrea  and
      Negri, Virginia  and
      Impata, Brayan  and
      Khan, Suleiman A.  and
      Mart{\'i}nez, V{\'i}ctor  and
      Federico, Marcello",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.30/",
    pages = "497--518",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{garg-etal-2026-data,
    title = "Data Scout: Targeted Web Crawling for Domain-Specific Pretraining Corpora",
    author = "Garg, Chirag  and
      Zahid, Eelaaf  and
      Ahmed, Farhan  and
      Gala, Jay  and
      Butler, Eric K  and
      Ludwig, Heiko",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.31/",
    pages = "519--531",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wei-etal-2026-interactor,
    title = "Interactor: Agentic {RL} oriented Iterative Creation for Ad Description Generation in Sponsored Search",
    author = "Wei, Penghui  and
      wu, Jiayu  and
      Ye, Chao  and
      Guo, Zhi  and
      li, Shuanglong  and
      Lin, Liu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.32/",
    pages = "532--544",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chatterjee-etal-2026-mosaic,
    title = "Mosaic: Automated Intent Description Generation for Multi-Label Classification",
    author = "Chatterjee, Ajay  and
      Crestan, Eric  and
      Saha, Raunak  and
      Mordoch, Rotem  and
      Acharyya, Swarnangsu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.33/",
    pages = "545--556",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chen-etal-2026-tracing,
    title = "Tracing Target Answers in Poisoned Retrieval Corpora via Token Influence Attribution",
    author = "Chen, Yan-Lun  and
      Chen, Pin-Yu  and
      Yu, Chia-Mu  and
      Lin, Ying-Dar  and
      Wu, Yu-Sung  and
      Lee, Wei-Bin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.34/",
    pages = "557--575",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lee-etal-2026-finstar,
    title = "{F}in{ST}a{R}: Towards Financial Reasoning with Time Series Reasoning Models",
    author = "Lee, Seunghan  and
      Seo, Jun  and
      Lee, Jaehoon  and
      Yoo, Sungdong  and
      Kim, Minjae  and
      Lim, Tae Yoon  and
      Kang, Dongwan  and
      Choi, Hwanil  and
      Lee, Soonyoung  and
      Ahn, Wonbin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.35/",
    pages = "576--609",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sun-etal-2026-towards,
    title = "Towards Fluid Consultations: Design and Real-World Evaluation of a Multi-Agent, Full-Duplex Health {AI} Assistant",
    author = "Sun, Zhoujian  and
      Yang, Minghui  and
      Wang, Jian  and
      Gu, Jinjie  and
      Liu, Junwei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.36/",
    pages = "610--625",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{park-etal-2026-quantization,
    title = "Quantization Breaks the Format: How Weight Compression Undermines Chat Format Safety in On-Device {LLM}",
    author = "Park, JuneYoung  and
      Kim, Seongwan  and
      Lee, Jaeho",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.37/",
    pages = "626--640",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ling-etal-2026-beyond,
    title = "Beyond Semantic {ID}s: Encoding Business-Value Ranking into Document Identifiers for Generative Retrieval",
    author = "Ling, Gui  and
      Chen, Zhihong  and
      Li, Yu  and
      Xiong, Tong  and
      Lin, Kunhai  and
      Zhang, Kaixuan  and
      Yan, Yuliang  and
      Ou, Dan  and
      Tanghaihong  and
      Zheng, Bo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.38/",
    pages = "641--654",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{constable-etal-2026-pulsar,
    title = "{PULSAR}: Pooled Unified Late-interaction Search And Retrieval for Enterprise Visual Document {RAG}",
    author = "Constable, Ben  and
      Roy, Anup  and
      Sharma, Vishal  and
      Upadhyay, Rishabh  and
      Mills, Robin  and
      Millar, Aidan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.39/",
    pages = "655--666",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{morita-etal-2026-longitudinal,
    title = "Longitudinal-aware Evaluation of Retrieval-Augmented Generation over Evolving Credit Policy Documents",
    author = "Morita, Kyosuke  and
      Sanderson, Jack  and
      Hewitt, Holly",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.40/",
    pages = "667--680",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{fogliato-etal-2026-assert,
    title = "{ASSERT}: A Measurement Pipeline for {G}en{AI} Audits",
    author = "Fogliato, Riccardo  and
      Palia, Abhinav  and
      Wang, Xiawei  and
      Sheng, Emily  and
      Atalla, Chad  and
      Garcia-Gathright, Jean  and
      Pangakis, Nicholas  and
      Tan, Sharman  and
      Vann, Dan  and
      Washington, Hannah  and
      Dow, P. Alex  and
      Elfardy, Heba  and
      Wallach, Hanna  and
      Atluri, Sandeep",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.41/",
    pages = "681--698",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sehanobish-etal-2026-benchmarks,
    title = "From Benchmarks to Production: A Text-to-{SQL} System for Complex Financial Data",
    author = "Sehanobish, Arijit  and
      Coelho, Bruno Gomes  and
      Michel, Guillaume  and
      Zhi, Sophia  and
      Faucon-Morin, Valerie  and
      Howell, Kristen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.42/",
    pages = "699--719",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{soni-etal-2026-swe,
    title = "{SWE}-Tester: Training Open-Source {LLM}s for Issue Reproduction in Real-World Repositories",
    author = "Soni, Aditya Bharat  and
      Ghosh, Rajat  and
      Bhargava, Vaishnavi  and
      Chen, Valerie  and
      Dutta, Debojyoti",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.43/",
    pages = "720--729",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ye-lin-2026-fidelity,
    title = "Fidelity Is Not Enough: Dispatch-Level Instrumentation for Agentic Datasheet Extraction",
    author = "Ye, Qing  and
      Lin, Meng-Hsuan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.44/",
    pages = "730--750",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sun-etal-2026-quality,
    title = "Quality Over Clicks: Iterative Reinforcement Learning for Early-Stage {E}-Commerce Query Suggestion",
    author = "Sun, Qi  and
      Xiao, Kejun  and
      Zhao, Huaipeng  and
      Luo, Tao  and
      Zeng, Xiaoyi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.45/",
    pages = "751--762",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{gromada-etal-2026-simulation,
    title = "From Simulation to Reality: Validating Automated Evaluation of Conversational Agents",
    author = "Gromada, Justyna  and
      Isakova, Ekaterina  and
      Brudnik, Joanna  and
      Kasicka, Alicja  and
      Krawczyk, Natalia  and
      Przyby{\l}, Bartosz  and
      Krajewski, Lukasz  and
      Szczerbak, Micha{\l} K.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.46/",
    pages = "763--784",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{gaikwad-maddula-2026-blocker,
    title = "The Blocker Beasts and How to Tame Them: Schema-Driven Extraction in the Connective {AI} Layer of Network Operation",
    author = "Gaikwad, Madhava  and
      Maddula, Mohan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.47/",
    pages = "785--802",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{jiang-etal-2026-mixemb,
    title = "{M}ix{E}mb: Importance-Aware Quantization and Caching Co-Design for Industrial Decentralized Embedding Training",
    author = "Jiang, Zhida  and
      Chen, Zhen  and
      Xing, Zhaolong  and
      Wang, Jiaxing  and
      Gao, Saixing  and
      Yuan, Baopeng  and
      Wang, Hao  and
      Xu, Yin  and
      Liu, Lin  and
      Wang, Dongyue  and
      Zhang, Ke",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.48/",
    pages = "803--814",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{nishikawa-yoshinaga-2026-session,
    title = "Session-Guided Pre-training for Query Understanding: Constraining Mask Prediction and Improving Query Fine-tunability",
    author = "Nishikawa, Sosuke  and
      Yoshinaga, Naoki",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.49/",
    pages = "815--826",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{cinar-koras-etal-2026-configurable,
    title = "Configurable Clinical Information Extraction with Agentic {RAG}: What Works, What Breaks, and Why",
    author = "{\c{C}}inar-Kora{\c{s}}, Osman Alperen  and
      Bauer, Marie  and
      Khattab, Sameh  and
      Engelke, Merlin  and
      Kim, Moon  and
      Settelmeier, Stephan  and
      Sugawara, Shigeyasu  and
      Freisleben, Fabian  and
      Nensa, Felix  and
      Kleesiek, Jens",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.50/",
    pages = "827--839",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{pony-etal-2026-flash,
    title = "{FLASH}-{MAXSIM}: {IO}-Aware Fused Kernels for Late-Interaction Retrieval",
    author = "Pony, Roi  and
      Ezer, Daniel  and
      Goldfarb, Adi Raz  and
      Friedman, Idan  and
      Naparstek, Oshri  and
      Barzelay, Udi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.51/",
    pages = "840--867",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ding-zhan-2026-trains,
    title = "Trains but Doesn{'}t Learn: A Post-Training Delivery Benchmark for {LLM} Agents as Forward-Deployed Engineers",
    author = "Ding, Weihang  and
      Zhan, Junfei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.52/",
    pages = "868--879",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{begleiter-etal-2026-loom,
    title = "Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space Reweighting",
    author = "Begleiter, Ron  and
      Berg, Katya Egert  and
      Saban, Gilad  and
      Shabat, Gil",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.53/",
    pages = "880--891",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-spar,
    title = "{SPAR}: Experience-Driven Strategy Evolution in Multi-Session {B}2{B} Sales",
    author = "Zhang, Hangming  and
      Zhao, Yao  and
      Kuang, Haotian  and
      Chen, C.L.Philip  and
      Zhang, Tong  and
      Ma, Tengyue",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.54/",
    pages = "892--901",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kireyev-2026-raw,
    title = "{RAW}: Refusal Aversion in the Wild, A Causal Measurement Method for Deployed {LLM}s",
    author = "Kireyev, Pavel",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.55/",
    pages = "902--927",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{thomas-vince-2026-1114,
    title = "What 1,114 Documents Reveal About Schema-Driven Extraction: Models, Pipelines, and the Real-vs-Synthetic Gap",
    author = "Thomas, Frank  and
      Vince, Andrei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.56/",
    pages = "928--940",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kireyev-2026-pricebench,
    title = "{P}rice{B}ench: A Diagnostic Benchmark for Price, Quality, and Brand Preferences in {LLM} Booking Agents",
    author = "Kireyev, Pavel",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.57/",
    pages = "941--959",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chen-etal-2026-towards-autopilot,
    title = "Towards Autopilot Labeling for Short Video Content Governance",
    author = "Chen, Junwen  and
      Wang, Hongwei  and
      Wang, Zixuan  and
      Wang, Jingbing  and
      Liu, Mingchao  and
      Siong, Ong Sheng  and
      Zang, Xiaojiao  and
      Chao, Ju-Chin  and
      Jin, Ze  and
      Men, Kaiwen  and
      Li, Yin  and
      Li, Jingwei  and
      Hao, Zhuolin  and
      Xiong, Hongyu  and
      Song, Yang",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.58/",
    pages = "960--974",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{schulten-etal-2026-practitioners,
    title = "A Practitioner{'}s Guide to Systematic Prompt Evaluation for Information Extraction",
    author = "Schulten, Anna Steinberg  and
      Schierholz, Malte  and
      Reichenbach, Lisa  and
      Kreuter, Frauke  and
      Fraser, Alexander",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.59/",
    pages = "975--987",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{baral-etal-2026-closing,
    title = "Closing the Operational Gap in Semantic Caching",
    author = "Baral, Aditeya  and
      Ralev, Radoslav  and
      Zhechev, Iliya  and
      Rajamohan, Srijith  and
      Agarwal, Jen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.60/",
    pages = "988--1011",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{du-etal-2026-ecomagentbench,
    title = "{EC}om{A}gent{B}ench: Benchmarking Shopping Agents on Long-Horizon Tasks with Distributed Hidden Intent",
    author = "Du, Zeyao  and
      Li, Tong  and
      Zhang, Haibo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.61/",
    pages = "1012--1027",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{qu-etal-2026-tripscore,
    title = "{T}rip{S}core: Aligning {LLM}s for Real-World Travel Planning via Expert-Calibrated Reward",
    author = "Qu, Yincen  and
      Xiao, Huan  and
      Li, Feng  and
      Li, Gregory  and
      Zhou, Hui  and
      Dai, Xiangying  and
      Xuan, Huang",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.62/",
    pages = "1028--1054",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hu-etal-2026-skillchain,
    title = "{S}kill{C}hain: Closing the Loop on Skill Evolution for Image-Based {E}-Commerce {AI} Assistants",
    author = "Hu, Yimin  and
      Xu, Mengtao  and
      Guo, Hao  and
      Song, Yuheng  and
      Zhu, Xiaoyong  and
      Zheng, Bo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.63/",
    pages = "1055--1069",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yang-etal-2026-opendc,
    title = "{O}pen{DC}-Infer-{LC}: Benchmarking Production-Valid Long-Context and {RAG} {LLM} Serving",
    author = "Yang, Yue  and
      Twelftree, Maxwell  and
      Collette, Jared  and
      He, An-Chi  and
      Borgnolo, Luke  and
      Lemphers, David",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.64/",
    pages = "1070--1090",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{mao-etal-2026-historical,
    title = "From Historical Queries to Actionable Rubrics: Category-Aware Rubric Generation for Local-Life {AI} Search",
    author = "Mao, Jiale  and
      Zhang, Fuwei  and
      Xi, Dongbo  and
      Chen, Zhen  and
      Yang, Yifan  and
      Yan, Peng  and
      Zhang, Zhao  and
      Zhuang, Fuzhen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.65/",
    pages = "1091--1110",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{shi-etal-2026-peoplesearchbench,
    title = "{P}eople{S}earch{B}ench: Evaluating {AI}-Powered People Search Platforms with Criteria-Grounded Verification",
    author = "Shi, Tianyu  and
      Wang, Wei  and
      Xie, Zequn  and
      Zhang, Shuai  and
      Xia, Boyang  and
      Zeng, Chenyu  and
      Zhang, QI  and
      Ai, Lynn  and
      Yaqi, YU  and
      Zhang, Kaiming  and
      Tang, Feiyue  and
      Yu, Zhenyu  and
      Ding, Lei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.66/",
    pages = "1111--1122",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{khizbullin-etal-2026-telco,
    title = "Telco-{GAIA}: Bilingual Benchmark for Agents in Telecom Domain",
    author = "Khizbullin, Dmitrii  and
      Alyafeai, Zaid  and
      Eldesokey, Abdelrahman  and
      AlSultan, Nourah  and
      Alshalan, Raghad  and
      Ghanem, Bernard  and
      Pugh, David R.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.67/",
    pages = "1123--1137",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bohojlo-stewart-2026-gains,
    title = "Same Gains, Half the Cost: Selector Choice in Automatic Prompt Optimization for Financial Question Answering",
    author = "Bohojlo, Cyprian  and
      Stewart, Christopher M",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.68/",
    pages = "1138--1148",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kabra-etal-2026-evident,
    title = "{E}viden{T}: Building Trustworthy Enterprise Assistants through Evidence Groundedness and Traceability",
    author = "Kabra, Anubha  and
      Kim, Katie Jooyoung  and
      Kou, Colin Zhiwei  and
      Sajer, Helene L  and
      Fan, Yimei  and
      Cisar, Radomir  and
      Greenhalgh, Heather  and
      Martinez Vidiri, Gabriel",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.69/",
    pages = "1149--1178",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{dang-etal-2026-rainbowplus,
    title = "{R}ainbow{P}lus: Enhancing Adversarial Prompt Generation via Evolutionary Quality-Diversity Search",
    author = "Dang, Quy-Anh  and
      Ngo, Chris  and
      Hy, Truong-Son",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.70/",
    pages = "1179--1208",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chekin-etal-2026-building,
    title = "Building Interpretable Feature Representations for Resume{--}Vacancy Matching by Distilling Production {LLM} Signals",
    author = "Chekin, Ilya  and
      Malyugin, Vyacheslav  and
      Vladimir, Chirkov  and
      Yurushkin, Mikhail",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.71/",
    pages = "1209--1221",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{toles-etal-2026-mortarbench-evaluating,
    title = "{M}ortar{B}ench: Evaluating Mortgage Loan Origination Agents",
    author = "Toles, Matthew  and
      Lu, Yunan  and
      Munjal, Manav  and
      Liu, Bojun  and
      Deng, Yuanhao  and
      Selig, Stephanie  and
      Rindner, Derek  and
      Li, Cheng  and
      Yu, Zhou",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.72/",
    pages = "1222--1233",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-retrieval,
    title = "Retrieval-{GRPO}: Reinforcement Learning for Dense Retrieval in Taobao Search",
    author = "Liu, Xingxian  and
      Li, Dongshuai  and
      Wan, Jiahui  and
      Wen, Tao  and
      Ling, Gui  and
      Lv, Fuyu  and
      Yan, Yuliang  and
      Ou, Dan  and
      Tanghaihong  and
      Zheng, Bo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.73/",
    pages = "1234--1245",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{jang-etal-2026-ace,
    title = "{ACE}: A Self-Correcting Agentic Canvas Editor for Multi-Slide Presentation Automation",
    author = "Jang, JooYoung  and
      Lee, Taegyeong  and
      Park, Jihyeon  and
      Kwak, Nojun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.74/",
    pages = "1246--1271",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{verma-etal-2026-safe,
    title = "Safe and Sufficient Caching: Validated Evidence Reuse for Production Retrieval-Augmented Generation",
    author = "Verma, Akshay  and
      Pillai, Siddharth  and
      Das, Sambit  and
      Gupta, Deepak",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.75/",
    pages = "1272--1279",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{mukku-etal-2026-taxce,
    title = "{T}ax{CE} : A Framework for Automated Taxonomy Construction and Evaluation at Scale",
    author = "Mukku, Sandeep Sricharan  and
      Nanda, Albert Aristotle  and
      Pyati, Rohit",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.76/",
    pages = "1280--1301",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wu-etal-2026-conversation,
    title = "Conversation Coach: A Voice-enabled {AI} System that Helps Practice Difficult Workplace Conversations",
    author = "Wu, Fanyou  and
      Maharjan, Suraj  and
      Yessenalina, Ainur  and
      Chen, Dennis Xu  and
      Srivastava, Rahul  and
      Sengamedu, Srinivasan H.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.77/",
    pages = "1302--1314",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{nguyen-etal-2026-deploying,
    title = "Deploying Programmatic Tool Calling for Large-Scale Agentic Systems",
    author = "Nguyen, Nhan  and
      Habibzadeh, Hadi  and
      Eid, Ahmad Magdy",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.78/",
    pages = "1315--1322",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{benomar-etal-2026-data,
    title = "Data-Driven Persona-Conditioned Agents for A/{B} Test Simulation",
    author = "Benomar, Ziyad  and
      {\L}ajewska, Weronika  and
      Perelli, Leonardo  and
      Mansour, Saab",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.79/",
    pages = "1323--1338",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lee-etal-2026-scr,
    title = "{SCR}-Eval: Evaluating Video Subtitle Translation with a Script-like Context Representation",
    author = "Lee, Jongin  and
      Hwang, Juyi  and
      Kim, Sehyun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.80/",
    pages = "1339--1360",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{fu-etal-2026-apdmem,
    title = "{APDM}em: Agent-Controlled Progressive Disclosure for Query-Adaptive Long-Term Memory",
    author = "Fu, Chin-Lun  and
      Kulkarni, Anagha  and
      Ni, Hong  and
      Madahian, Behrouz",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.81/",
    pages = "1361--1376",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{garg-etal-2026-hydra,
    title = "{H}y{DRA}: Hybrid Dynamic Routing Architecture for Heterogeneous {LLM} Pools",
    author = "Garg, Aashna  and
      Roy, Siddharth Singha  and
      Fu, Shengyu  and
      Brancasi, Federico  and
      Jang, Jinu  and
      Cianci, Giuseppe",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.82/",
    pages = "1377--1402",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wu-cui-2026-reasoning,
    title = "Reasoning vs. Validation in {LLM}-based Pharmacological Parameter Extraction",
    author = "Wu, Qinhao  and
      Cui, Xia",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.83/",
    pages = "1403--1417",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{das-etal-2026-mince,
    title = "{MINCE}: Shrinking {LLM} Evaluation Datasets via Few-Model {M}onte {C}arlo Calibration",
    author = "Das, Devleena  and
      Patwari, Rajeev  and
      Bukka, Vikram Kumar  and
      Guggilla, Nithin Kumar  and
      Delaye, Elliott  and
      Sirasao, Ashish",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.84/",
    pages = "1418--1428",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lemphers-etal-2026-chunder,
    title = "{CHUNDER}: Enabling Million-Token {Q}wen3 Serving on {AMD} {ROC}m",
    author = "Lemphers, David  and
      Twelftree, Maxwell  and
      He, An-Chi  and
      Yang, Yue",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.85/",
    pages = "1429--1443",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-beyond-query,
    title = "Beyond Query-Item Matching: Personalized Behavioral Relevance Modeling for {E}-commerce Search via Rubric-Guided Reinforcement Learning",
    author = "Liu, Yang  and
      Wang, Chenxu  and
      Shao, Jianzhi  and
      Ji, Jun  and
      Xu, Xiaozhou  and
      Sun, Zhe  and
      Hu, Wei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.86/",
    pages = "1444--1455",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yu-sun-2026-cognitive,
    title = "Cognitive Echoes: Deployable Conversational Risk Screening in Automotive Finance on Constrained {LLM}s",
    author = "Yu, Zewei  and
      Sun, Yuting",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.87/",
    pages = "1456--1465",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{dbouk-etal-2026-techniques,
    title = "Techniques for Peak Memory Reduction for {L}o{RA} Fine-tuning of {LLM}s on Edge Devices",
    author = "Dbouk, Hassan  and
      Reisser, Matthias  and
      Mandke, Prathamesh  and
      Navali, Likhita Arun  and
      Louizos, Christos",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.88/",
    pages = "1466--1500",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wang-etal-2026-open,
    title = "Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric",
    author = "Wang, Wen  and
      Jia, Ruipeng  and
      Yang, Yunyi  and
      Wu, Yuxin  and
      Gai, Yongbo  and
      Tao, Siyuan  and
      Zhou, Mengyu  and
      Lin, Jianhe  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.89/",
    pages = "1501--1530",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{son-etal-2026-retrieval,
    title = "Retrieval-Conditional Parsing Score ({RCPS}): Choosing Document Parsers by Retrieval, Not by Appearance",
    author = "Son, Sang-Woo  and
      Kim, Hyeong-seob  and
      Kim, Hyeonsang  and
      Cho, Hyun-woo  and
      Kim, Jinmo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.90/",
    pages = "1531--1544",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{jiang-etal-2026-graphreduce,
    title = "{G}raph{R}educe: Coverage-Preserving {LLM} Aggregation for {E}-commerce Review Insights",
    author = "Jiang, Hao  and
      Li, Xin  and
      Zhang, Yichi  and
      Lin, Weisi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.91/",
    pages = "1545--1557",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-intent,
    title = "Intent-Driven Generative Query Suggestion with Query-Level Credit Assignment",
    author = "Liu, Xinpeng  and
      Ma, Lu  and
      Qiao, Jiayi  and
      Zhou, Mengyu  and
      Li, Linglong  and
      Bian, Xiaofeng  and
      Chen, Haonan  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.92/",
    pages = "1558--1569",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bhoi-etal-2026-cache,
    title = "{CACHE}-{ED}2: Compiling {LLM} Reasoning into Reusable Extraction Programs for Document Extraction at Scale",
    author = "Bhoi, Sudhanshu  and
      Tripathi, Anurag  and
      Raza, Amir  and
      Jauhari, Mayank",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.93/",
    pages = "1570--1587",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{podivilov-etal-2026-agentlens,
    title = "{A}gent{L}ens: Trajectory Reviews for Coding Agent Evaluation",
    author = "Podivilov, Andrey  and
      Lomshakov, Vadim  and
      Savin, Sergey  and
      Startsev, Matvey  and
      Pozharskii, Roman  and
      Parshin, Maksim  and
      Nikolenko, Sergey",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.94/",
    pages = "1588--1612",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{achkar-etal-2026-cost,
    title = "The Cost of Decomposition: Trade-Offs in Long-Context Aspect-Based Scientific Summarization",
    author = "Achkar, Pierre  and
      Senger, Elena  and
      Gollub, Tim  and
      Potthast, Martin  and
      Campbell, Yuri",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.95/",
    pages = "1613--1636",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{charming-2026-beyond,
    title = "Beyond Final Visibility: A Three-Stage Diagnostic Framework for Enterprise Generative Search Optimization",
    author = "Charming",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.96/",
    pages = "1637--1647",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhong-etal-2026-querit,
    title = "Querit-Reranker: Training Compact Multilingual Rerankers via Efficient Label-Free Distribution Adaptation",
    author = "Zhong, Yunfei  and
      Yang, Jun  and
      Huang, Wei  and
      Cai, Yinqiong  and
      Qian, Haosheng  and
      Fan, Yixing  and
      Zhang, Ruqing  and
      Su, Lixin  and
      Shi, Daiting  and
      Guo, Jiafeng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.97/",
    pages = "1648--1662",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yanjie-etal-2026-cemlit,
    title = "{C}em{L}it-{IE}: Schema-Constrained {LLM} Extraction for Traceable Cement Strength Databases",
    author = "Yanjie, Sun  and
      Hong, Mengze  and
      Zhang, Chen Jason  and
      LI, Haoyang",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.98/",
    pages = "1663--1673",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ng-etal-2026-prism,
    title = "{PRISM}: Prompt-Refined In-Context System Modeling for Financial Retrieval",
    author = "Ng, Chun Chet  and
      Lim, Jia Yu  and
      Chu, Zhen Hao  and
      Zhou, Yixi  and
      Zeng, Low Wei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.99/",
    pages = "1674--1737",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ou-etal-2026-rethinking,
    title = "Rethinking Content Moderation via Severity-Aware Ranking",
    author = "Ou, Yang  and
      Zhang, Jielei  and
      Dai, Yu  and
      Yang, Zian  and
      Yang, Run  and
      Li, Xiang  and
      Wang, Weihang  and
      Zhao, Xueqian  and
      Li, Peiyi  and
      Gao, Longwen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.100/",
    pages = "1738--1753",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{jiang-etal-2026-flowtrain,
    title = "{F}low{T}rain: Flow-Based Decoupled Training for Industrial-Grade Vision-Language Models",
    author = "Jiang, Zhida  and
      Xing, Zhaolong  and
      Yang, Pei  and
      Chen, Xiaolong  and
      Xiao, Yuanhang  and
      Huang, Chengzhi  and
      Liu, Xiyu  and
      Liu, Haopeng  and
      Sang, Qingyuan  and
      Zhou, Lingfeng  and
      Wang, Jiaxing  and
      Zhang, Zicheng  and
      Wang, Wenzhe  and
      Liuxinyu  and
      Li, Yan  and
      Chen, Zhen  and
      Zhang, Ke",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.101/",
    pages = "1754--1764",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{malolan-le-2026-predefined,
    title = "Predefined-Tool Execution for Reliable {LLM} Agents in Semiconductor Lot Analysis",
    author = "Malolan, Nirupama Vijayaraghavan  and
      Le, Duc V.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.102/",
    pages = "1765--1787",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ezzakri-etal-2026-teletables,
    title = "{T}ele{T}ables: A Benchmark for Evaluating {LLM} Understanding of Tables in Technical Standards",
    author = "Ezzakri, Anas  and
      Piovesan, Nicola  and
      Sana, Mohamed  and
      De Domenico, Antonio  and
      Ayed, Fadhel  and
      Zhang, Haozhe",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.103/",
    pages = "1788--1803",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ahmed-etal-2026-finstruct,
    title = "{FINSTRUCT}: {LLM}-Based Logical Structure Recovery for Financial Filings",
    author = "Ahmed, Mazen Mohmed Nasr Mohamed  and
      Long, Yunfei  and
      Kampouridis, Michael  and
      Tattersall, Rachel  and
      Clague, Kimberley",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.104/",
    pages = "1804--1818",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{li-hu-2026-skillhone,
    title = "{S}kill{H}one: A Harness for Continual Agent Skill Evolution Through Persistent Decision History",
    author = "Li, Zhiwei  and
      Hu, Yong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.105/",
    pages = "1819--1829",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yuan-etal-2026-gram,
    title = "{GRAM}-{V}2: Generative Reasoning and Ranking Alignment for Large-Scale {E}-commerce Search",
    author = "Yuan, Chunyuan  and
      Pang, Ming  and
      Deng, Yiming  and
      He, Xiaoyu  and
      Fang, Zheng  and
      Xie, Donghao  and
      Qu, Fanyi  and
      Peng, Changping  and
      Law, Ching",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.106/",
    pages = "1830--1839",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wang-etal-2026-d2gs,
    title = "{D}2{GS}: A Data-Centric Framework for {LLM}-based Creative Game Script Generation",
    author = "Wang, Jiali  and
      Huang, Junbao  and
      Chen, Minghao",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.107/",
    pages = "1840--1853",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{de-avalle-etal-2026-diagflowbench,
    title = "{D}iag{F}low{B}ench: Evaluating How Language Models Handle Off-Procedure Inputs in Grounded Diagnostic Dialogue",
    author = "de Avalle, Guillermo Gil  and
      Maruster, Laura  and
      Raza, Shaina  and
      Emmanouilidis, Christos",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.108/",
    pages = "1854--1871",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{park-etal-2026-style,
    title = "Style as a Confound: False Positives in {AI} Detection of Non-Native Academic Writing",
    author = "Park, Hyeonchu  and
      Jeong, Gahye  and
      Kim, Bugeun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.109/",
    pages = "1872--1887",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{dai-etal-2026-think,
    title = "When Not to Think: Mitigating the Overthinking Effect in Content Moderation",
    author = "Dai, Yu  and
      Zhang, Jielei  and
      Ou, Yang  and
      Yang, Zian  and
      Yang, Run  and
      Li, Xiang  and
      Zhuang, Qingyao  and
      Li, Peiyi  and
      Gao, Longwen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.110/",
    pages = "1888--1899",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yuan-etal-2026-eager,
    title = "{EAGER}: Enrich-and-Align Generative Query Recommendation from Clicked Items in {E}-commerce Search",
    author = "Yuan, Shuwei  and
      Ding, Mingqian  and
      Liu, Luxin  and
      Xiao, Rong  and
      Zeng, Xiaoyi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.111/",
    pages = "1900--1912",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{fela-mowlaee-2026-perceptually,
    title = "Perceptually Better, Semantically Worse: Measuring Speech Enhancement Impact on {LLM}-Based Voice Systems",
    author = "Fela, Randy Frans  and
      Mowlaee, Pejman",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.112/",
    pages = "1913--1924",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{biggiogera-etal-2026-audq,
    title = "{A}u{DQ}: Auditable Data Quality through Agentic Rule Discovery",
    author = "Biggiogera, Jacopo  and
      Colombo, Nicolas  and
      Saxena, Krati  and
      Sarmah, Bhaskarjit  and
      Pasquali, Stefano",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.113/",
    pages = "1925--1943",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yang-etal-2026-voice,
    title = "Voice of {A}ustralian-{AI}: Learning {A}ustralian Assistant Voice Without Caricature",
    author = "Yang, Yue  and
      Twelftree, Maxwell  and
      Borgnolo, Luke  and
      Lemphers, David  and
      Baughan, Amanda",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.114/",
    pages = "1944--1961",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{rakshit-etal-2026-less,
    title = "Less Is More: Graph-free Multimodal {RAG} via Multi-signal Late Fusion",
    author = "Rakshit, Tithi  and
      Zhou, Hongkuan  and
      Halilaj, Lavdim  and
      Zhu, Yuqicheng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.115/",
    pages = "1962--1975",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{khazanchi-etal-2026-lightweight,
    title = "Lightweight Temporal Attention for Video Retrieval over Frozen Image and Text Encoders",
    author = "Khazanchi, Vidit  and
      Sharma, Umang  and
      Komirishetty, Shabhareesh",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.116/",
    pages = "1976--1994",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{tsymboi-etal-2026-production,
    title = "From Production Traffic to Post-Training: Building a Self-Hosted {LLM} That Covers the Corporate Request Mix",
    author = "Tsymboi, Olga  and
      Stoianov, Dmitrii  and
      Latypov, Ramil  and
      Taranets, Danil  and
      Dryabin, Daniil  and
      Gashkov, Mikhail  and
      Zelenkovskiy, Viktor  and
      Fida, Aleksandr  and
      Alektorov, Gleb  and
      Gulyakov, Nikita  and
      Babkin, Arthur  and
      Medvedev, Aleksandr  and
      Gein, Pavel  and
      Potapov, Anatolii",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.117/",
    pages = "1995--2023",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{evdokimov-etal-2026-closing,
    title = "Closing Cost-Quality Gap in Document {VLM}s: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics",
    author = "Evdokimov, Maksim  and
      Ivanov, Matvey  and
      Tsiupin, Dmitrii  and
      Tsymboi, Olga  and
      Potapov, Anatolii  and
      Ivanov, Aleksandr",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.118/",
    pages = "2024--2044",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{palma-etal-2026-business,
    title = "Business Compromise Detection with Agentic {AI} and {LLM}-driven Knowledge Discovery",
    author = "Palma, Diego  and
      Kim, Kyu Bin  and
      Han, Zhen  and
      Dsouza, Allbright  and
      Liu, Zhiyuan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.119/",
    pages = "2045--2057",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liparulo-pierri-2026-benchmarking,
    title = "Benchmarking {AI} Agents for Hardware Design Automation via {MCP} Tool Calling",
    author = "Liparulo, Leonardo  and
      Pierri, Francesco",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.120/",
    pages = "2058--2077",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{he-etal-2026-synthetic,
    title = "From Synthetic to Localized: Benchmarking Multilingual Intent Classification in Logistics Customer Service",
    author = "He, Haoyu  and
      Zhuang, Jinyu  and
      Chu, Haoran  and
      yu, Shuhang  and
      Wang, Hao  and
      Kunpeng, Han",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.121/",
    pages = "2078--2092",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kazi-etal-2026-adaptation,
    title = "Adaptation, Not Translation: An Architecture and Evaluation Framework for Long-Form Cross-Cultural Story Localization",
    author = "Kazi, Taaha  and
      Kanade, Aditya Sanjiv  and
      Yang, Ivory  and
      Saifullah, Mohammad  and
      Sharma, Vasu  and
      Pant, Bhavesh  and
      Bhatia, Kunal  and
      Prakash, Abhinav  and
      Rahman, Abdur  and
      Agarwal, Varun  and
      Jain, Sarjita  and
      Pavate, Viveca  and
      Maithul, Nishita",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.122/",
    pages = "2093--2114",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{patel-etal-2026-beyond,
    title = "Beyond Accuracy: Robustness, Cost, and Governance Trade-offs for Vision-Language Models in Templated Document Extraction",
    author = "Patel, Kushal  and
      Shrivastava, Pushkal  and
      Lees, Mackenzie  and
      Lu, Qirui  and
      Saikia, Bhargobjyoti  and
      Li, Liying  and
      Jiang, Junlin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.123/",
    pages = "2115--2126",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{dey-etal-2026-schema,
    title = "Schema-Hierarchical Soft Prompts for Structured Information Extraction",
    author = "Dey, Soumyadeep  and
      Tenneti, Srikanth  and
      Mishra, Bamdev  and
      Niranjan, Shobhit  and
      Datar, Mayur",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.124/",
    pages = "2127--2148",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{gupta-etal-2026-confusion,
    title = "From Confusion to Clarity: Confusion-Aware Retrieval and Knowledge Injection for Text Classification",
    author = "Gupta, Manish  and
      Giri, Chaitanya  and
      Talur, Jayasimha",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.125/",
    pages = "2149--2164",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{xu-2026-rlma,
    title = "{RLMA}: Reinforcement Learning with {P}oly{M}etric Alignment",
    author = "Xu, Jia",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.126/",
    pages = "2165--2182",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{peng-etal-2026-edit4agency,
    title = "{E}dit4{A}gency: Efficiently Enhancing Agent Sub-Capabilities of Small Language Models via Model Editing",
    author = "Peng, Jianxiang  and
      Chen, Yue  and
      Li, Zhigen  and
      Wang, Yanmeng  and
      Cheng, Ning  and
      Wang, Shaojun  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.127/",
    pages = "2183--2196",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wu-etal-2026-safari,
    title = "{SAFARI}: An Industrial Benchmark for {LLM}-Assisted Hazard Analysis and Risk Assessment",
    author = "Wu, Chenxi  and
      Wang, Zimu  and
      Zhang, Haiyang  and
      Wang, Wei  and
      Xu, Zhijie",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.128/",
    pages = "2197--2206",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ghosh-etal-2026-scope,
    title = "{SCOPE}: Stratum-Coordinated Optimization Pipeline for Efficient Agent Context",
    author = "Ghosh, Pushpendu  and
      Zaki, Aatir  and
      Varma, Rudraraju Sacin  and
      Kanagaraj, Stanley  and
      Nediyanchath, Anish",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.129/",
    pages = "2207--2217",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wang-etal-2026-human-anchored,
    title = "Human-Anchored Factuality Evaluation with Strategic Annotation",
    author = "Wang, Yu  and
      Erickson, Craig  and
      Small, Kevin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.130/",
    pages = "2218--2233",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{guo-etal-2026-attention,
    title = "Attention-Weighted Retrieval-Augmented Data Engineering for {ADR} Severity Classification",
    author = "Guo, David  and
      Vishwamitra, Nishant  and
      Choo, Kim-Kwang Raymond",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.131/",
    pages = "2234--2243",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sorathiya-etal-2026-enrich,
    title = "Enrich-Retrieve-Rank: Scaling Capability Discovery Beyond In-Context Routing",
    author = "Sorathiya, Nazib  and
      Zhang, Daniel  and
      Akhbari, Bardiya",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.132/",
    pages = "2244--2254",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{coma-puig-etal-2026-gls,
    title = "{GLS} Chatbot: A Governed Multi-Agent Conversational System for Domain-Specific Customer Service",
    author = "Coma-Puig, Bernat  and
      Hern{\'a}ndez, Guillermo Andr{\'e}s Galv{\'a}n  and
      Montserrat, Victor Mas  and
      Tenes, Edgar Sarria  and
      Asin, David Ni{\~n}oles  and
      Montoya, Sonia Alonso",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.133/",
    pages = "2255--2264",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sarkar-etal-2026-repo2rocm,
    title = "{REPO}2{ROCM}: An Agentic System for Reproducing Research Code on {AMD} {ROC}m {GPU}s",
    author = "Sarkar, Gaurav  and
      Pandey, Umang  and
      Brahma, Pratik Prabhanjan  and
      Liu, Zicheng  and
      Barsoum, Emad",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.134/",
    pages = "2265--2278",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{joshi-etal-2026-trace,
    title = "{TRACE}: Traceable Root-cause Analysis with Calibrated Evidence-grounded agents",
    author = "Joshi, Aniket  and
      DSouza, Cyrus Andre  and
      Jain, Sejal  and
      Channappagoudar, Manjunath",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.135/",
    pages = "2279--2289",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{huang-etal-2026-mem,
    title = "Mem-{LM}: An {LM}-style Model for Reinforced Memory Selection",
    author = "Huang, Yanhan  and
      Zhong, Yihao  and
      Ouyang, Wenwen  and
      Tian, Xing  and
      Yin, Zining  and
      Lu, Yiyi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.136/",
    pages = "2290--2301",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{soltani-boulianne-2026-metrics,
    title = "From Metrics to Natural Dialogue: {F}rench Full-Duplex Benchmark for Spoken Dialogue Models",
    author = "Soltani, Hamid  and
      Boulianne, Gilles",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.137/",
    pages = "2302--2310",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hill-etal-2026-bird,
    title = "{BIRD}-Persona: A Persona-Aware Benchmark for {SQL} and pandas Analytics Code Generation",
    author = "Hill, Davin  and
      Chorasiya, Pawan  and
      Leelar, Bhawani Shankar  and
      Avram, Oren  and
      Tillman, Robert E.  and
      Soliman, Tamer",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.138/",
    pages = "2311--2332",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yu-etal-2026-egt,
    title = "{EGT}-{KG}: Evidence-Grounded Typed {KG} Retrieval for Practical Scientific {QA} with Small Language Models",
    author = "Yu, Muran  and
      Gao, Jiechao  and
      Pan, Yuandong  and
      Miao, Barney Haoyun  and
      Lesh, Andrew Carter  and
      Law, Kincho  and
      Wang, Jie  and
      Lepech, Michael",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.139/",
    pages = "2333--2354",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{jiang-etal-2026-small,
    title = "Small Model, Big Retrieval: Unified Heterogeneous Retrieval via Multi-Label-Aware Contrastive Fine-Tuning",
    author = "Jiang, Shaobai  and
      Liu, Dantong  and
      Gonzalez, Federico  and
      Herrero-Vidal, Pedro  and
      Chen, You-Lin  and
      Chu, Xiaoyu  and
      Sen, Prithviraj",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.140/",
    pages = "2355--2368",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ak-etal-2026-empirical,
    title = "An Empirical Study of {VLM} Pipelines for Long-Document {QA}",
    author = "Ak, Kenan E.  and
      Mohta, Jay  and
      Lee, Gwang Gook  and
      Xu, Yan  and
      Dimitriadis, Dimitrios",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.141/",
    pages = "2369--2390",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{vu-etal-2026-streamcorrect,
    title = "{S}tream{C}orrect: Self-Supervised Error Correction for Real-Time {ASR} with Offline Recognizers",
    author = "Vu, Tung D.  and
      Xie, Zeying  and
      Zhao, Weiwei  and
      Wei, Victor Junqiu  and
      Jiang, Di  and
      Fung, Yi R.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.142/",
    pages = "2391--2403",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{shanian-etal-2026-better,
    title = "Better Together: Complementary Query Rewriting Under a Strong {RAG} Baseline",
    author = "Shanian, Sara  and
      Yi, Xiaoqin  and
      Ruban, Pavlo  and
      MacDonald, Kurt",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.143/",
    pages = "2404--2413",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{khullar-etal-2026-script,
    title = "Script Gap: Evaluating {LLM} Triage on {I}ndian Languages in Native vs {R}omanized Scripts in a Real-World Setting",
    author = "Khullar, Manurag  and
      Desai, Utkarsh  and
      Malviya, Poorva  and
      Dalmia, Aman  and
      Shi, Zheyuan Ryan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.144/",
    pages = "2414--2429",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{huang-etal-2026-signal,
    title = "What Signal Does Preemption Need? Benchmarking Preemption-Target Selection for {SLO}-Aware Reasoning {LLM} Serving",
    author = "Huang, Qi Yang  and
      Shah, Alay Dilipbhai  and
      Ponnusamy, Pragaash  and
      Le, Hoang Anh Duy  and
      Joseph, Thomas A.  and
      Seligman, Adam  and
      Xu, Zhaozhuo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.145/",
    pages = "2430--2452",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{pattnayak-2026-llm,
    title = "When {LLM} Plans Fail: Solver-Verified Remediation Under Operational Constraints",
    author = "Pattnayak, Priyaranjan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.146/",
    pages = "2453--2472",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{dzuyo-etal-2026-forensicbench,
    title = "{F}orensic{B}ench: Evaluating Agentic {LLM}s on Journal-Entry Fraud Detection",
    author = {Dzuyo, Guy St{\'e}phane Waffo  and
      Guibon, Ga{\"e}l  and
      Cerisara, Christophe  and
      Letelier, Luis Belmar},
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.147/",
    pages = "2473--2488",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hiray-etal-2026-cheaper,
    title = "Cheaper Than Frames: An {OCR}+{K}eyframe Index as a Perception Layer for {GUI}-Video Question Answering",
    author = "Hiray, Rushikesh  and
      Srivastava, Shubham  and
      Rahman, Azizur  and
      Hasan, Laraib  and
      Hijjawi, Mohammad  and
      Taneja, Harshit",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.148/",
    pages = "2489--2499",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{vyas-etal-2026-data,
    title = "Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents",
    author = "Vyas, Anoushka  and
      Dhanuka, Aarushi  and
      Pakazad, Sina Khoshfetrat  and
      Ohlsson, Henrik",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.149/",
    pages = "2500--2531",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{joshi-etal-2026-cap,
    title = "Re:{CAP} - Auditing Retrieval Coverage in Production {RAG} Pipelines",
    author = "Joshi, Aviral  and
      Bhathena, Hanoz  and
      Nelson, Max  and
      Sharma, Saket",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.150/",
    pages = "2532--2565",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{fu-etal-2026-findialoglens,
    title = "{F}in{D}ialog{L}ens: Event Extraction over Multi-Party Dialogue for Missed-Trade Identification in Financial Chatrooms",
    author = "Fu, Chin-Lun  and
      Ni, Hong  and
      Madahian, Behrouz",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.151/",
    pages = "2566--2581",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{torres-etal-2026-hybrid,
    title = "A Hybrid Framework for Precedent Reference Extraction",
    author = "Torres, Arthur Elwing  and
      Moreira, Johny  and
      Vianna, Daniela  and
      Masid, Marina Ramalhete  and
      Larcher, Celio  and
      de Moura, Edleno Silva  and
      Silva, Altigran da",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.152/",
    pages = "2582--2590",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhao-etal-2026-monolithic,
    title = "From Monolithic Blending to Agentic Orchestration: Dynamic Response for Conversational Assistants at Scale",
    author = "Zhao, Cen  and
      Wang, Peng  and
      Shi, Chuan  and
      Zhang, Yufeng  and
      Lyu, Ying  and
      Ren, Wanmeng  and
      Xue, Robert  and
      Cheng, Claire  and
      Mehdad, Yashar",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.153/",
    pages = "2591--2607",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kujanpaa-etal-2026-tool,
    title = "Tool-Making and Self-Evolving {LLM} Agents in Low-Latency Systems",
    author = {Kujanp{\"a}{\"a}, Kalle  and
      Liu, Ning  and
      Alam, Shahnawaz  and
      Sura, Yeshwanth Reddy  and
      Yang, Tianyu  and
      Klinkner, Kristina Lisa  and
      Malmasi, Shervin},
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.154/",
    pages = "2608--2624",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-plsqlbench,
    title = "{PLSQLB}ench: Benchmarking {LLM} Systems for Executable Procedural Database Programming",
    author = "Liu, Marianne Menglin  and
      Boytsov, Leonid  and
      Peterson, Daniel W.  and
      Perera, Pramuditha  and
      Wang, Rongguang  and
      Somayajula, Sai Ashish  and
      Rafique, Syed Hamza  and
      Saini, Rohit  and
      Pathak, Shubham  and
      Bharadwaj, Sujeeth  and
      Sheng, Tao  and
      Horwood, Graham  and
      Bansal, Ankan  and
      Shah, Fahad  and
      Ravi, Sujith  and
      Roth, Dan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.155/",
    pages = "2625--2646",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bako-etal-2026-frustratingly,
    title = "Frustratingly Easy Agentic {RAG} via Portable Skills: A Case Study in Customer Support",
    author = "Bako, Istok  and
      Min, Bonan  and
      Shao, Qihong  and
      Cheng, Claire  and
      Mehdad, Yashar",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.156/",
    pages = "2647--2661",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{anandakumar-etal-2026-flashtrie,
    title = "{F}lash{T}rie: A {GPU}-Accelerated Constrained Beam Search for Generative Retrieval",
    author = "Anandakumar, Dakshitha B  and
      Mukkara, Anurag  and
      Hu, Wenxiang  and
      Mohankumar, Akash Kumar  and
      Chen, Jiusheng  and
      Lou, Qiang  and
      Jiao, Jian  and
      Ye, Ting",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.157/",
    pages = "2662--2683",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{thakur-etal-2026-warp,
    title = "{WARP}: {W}asserstein-Aligned {RAG} for Population Opinions",
    author = "Thakur, Aman Singh  and
      Agrawal, Aditya  and
      Nakkiran, Alwarappan  and
      Karlsson, Alex",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.158/",
    pages = "2684--2704",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-eluna,
    title = "Eluna: An Agentic {LLM} System for Automating Warehouse Operations with Reasoning and Task Execution",
    author = {Liu, Ning  and
      Sreekar, P Aditya  and
      Kujanp{\"a}{\"a}, Kalle  and
      Zhu, Zhaoxuan  and
      Liu, Kaiwen  and
      Sun, Chuanneng  and
      Menendez, Jorge Marchena  and
      Bales, Matthew J  and
      Yang, Tianyu  and
      Alam, Shahnawaz  and
      Yu, Rose  and
      Liu, Baoyuan  and
      Klinkner, Kristina Lisa  and
      Malmasi, Shervin},
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.159/",
    pages = "2705--2716",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{castillo-lopez-etal-2026-leveraging,
    title = "Leveraging Turn-taking Dynamics for Intent Recognition in Multi-party Conversations",
    author = {Castillo-L{\'o}pez, Galo  and
      Lombard, Alexis  and
      de Chalendar, Ga{\"e}l  and
      Semmar, Nasredine},
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.160/",
    pages = "2717--2731",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chakrabarti-etal-2026-ultraquant,
    title = "{U}ltra{Q}uant: 4-bit {KV} Caching for Context-Heavy Agents",
    author = "Chakrabarti, Inesh  and
      Limpus, David  and
      Rana, Aditi Ghai  and
      Bao, Bowen  and
      Tiwari, Spandan  and
      Crepaldi, Thiago  and
      Sirasao, Ashish",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.161/",
    pages = "2732--2750",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{novotney-etal-2026-judge,
    title = "Judge, Don{'}t Write: Scaling Golden Data Generation via Psychometric Standard-Setting",
    author = "Novotney, Scott  and
      Yin, Youbing  and
      Babinsky, Erin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.162/",
    pages = "2751--2761",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kolekar-etal-2026-pinch,
    title = "A Pinch of {SFT}, A Dash of {RL}: When Reinforcement Learning Helps Long-Horizon Advertising Agents",
    author = "Kolekar, Aakash  and
      Genc, Sahika  and
      Sisman, Bunyamin  and
      Shariat, Shahriar  and
      Kachroo, Shree Vandana  and
      Saha, Avishek  and
      Wu, Qianli  and
      Singer, Ari  and
      Dumoulin, Benoit",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.163/",
    pages = "2762--2778",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lyu-etal-2026-segra,
    title = "{SEGRA}: A Structured Experience Guided Reasoning Agent for Property Graph Question Answering",
    author = "Lyu, Saiyue  and
      Dundua, Mariam  and
      Kapoor, Vishaal  and
      Ahuja, Sarthak  and
      Kordjazi, Neda  and
      Yortucboylu, Evren  and
      Amin, Harsh  and
      Steinert, Rebecca",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.164/",
    pages = "2779--2793",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{fime-etal-2026-benchmarks,
    title = "From Benchmarks to Real-World Use: Evaluating the Robustness of Vision-Language Models for Chart Understanding",
    author = "Fime, Awal Ahmed  and
      Islam, Mohammed Saidul  and
      Laskar, Md Tahmid Rahman  and
      Hossain, Md Zarif  and
      Mahbub, Ridwan  and
      Nayeem, Mir Tafseer  and
      Rahman, Mizanur  and
      Imteaj, Ahmed  and
      Prince, Enamul Hoque",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.165/",
    pages = "2794--2814",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lyu-etal-2026-differential,
    title = "The Differential Reasoning Router: Operationalizing Cost-Aware {LLM} Annotation in {E}-commerce",
    author = "Lyu, Cheng  and
      Zhang, Jingyue  and
      DeGenova, Vinny  and
      Li, Mengwei  and
      Pei, Yuanli",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.166/",
    pages = "2815--2829",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{son-etal-2026-rcem,
    title = "{RCEM}: Robust Conversational Search {EM}bedder in Distributional Shift",
    author = "Son, Kilho  and
      Hsu, Bo-June Paul  and
      Zhang, Cha  and
      Florencio, Dinei",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.167/",
    pages = "2830--2843",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ta-etal-2026-proof,
    title = "{PROOF}-Gen: From Optimized Data to Better Distillation",
    author = "Ta, Anh  and
      Zhu, Junjie  and
      Shayandeh, Shahin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.168/",
    pages = "2844--2864",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{daghighfarsoodeh-etal-2026-peerify,
    title = "Peerify: Benchmarking Peer-Review Claim Verification",
    author = "Daghighfarsoodeh, Alireza  and
      Ebrahimi, Sajad  and
      Ghorbanpour, Ali  and
      Sadeghian, Soroush  and
      Cheraghi, Radin  and
      Arabzadeh, Negar  and
      Bagheri, Ebrahim",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.169/",
    pages = "2865--2888",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{rezagholizadeh-samiee-2026-extending,
    title = "Extending {F}unction{G}emma for Practical On-Device Mobile Function Calling",
    author = "Rezagholizadeh, Ali  and
      Samiee, Soheila",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.170/",
    pages = "2889--2904",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{huang-etal-2026-confrag,
    title = "{CONFRAG}: Confidence-Guided Retrieval-Augmented Generation",
    author = "Huang, Yin  and
      Xu, Yifan Ethan  and
      Sun, Kai  and
      Yan, Vera  and
      Sun, Alicia Yi  and
      Khan, Haidar  and
      Nguyen, Jimmy  and
      Chen, Jingxiang  and
      Kachuee, Mohammad  and
      Lin, Zhaojiang  and
      Liu, Yue  and
      Colak, Aaron  and
      Kumar, Anuj  and
      Yih, Wen-tau  and
      Dong, Xin Luna",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.171/",
    pages = "2905--2923",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{murtaza-etal-2026-synthetic,
    title = "When Synthetic Data Hurts: On Catastrophic Forgetting in Skill Retrieval for {LLM} Agents",
    author = "Murtaza, Syed Shariyar  and
      Nie, Yifan  and
      Soni, Utkarsh  and
      Wen, Eugene  and
      Frydenlund, Arvid",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.172/",
    pages = "2924--2938",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kumar-sachdeva-2026-recover,
    title = "{RECOVER}: Robust Entity Correction via agentic Orchestration of hypothesis Variants for Evidence-based Recovery",
    author = "Kumar, Abhishek  and
      Sachdeva, Aashraya",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.173/",
    pages = "2939--2951",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{choi-etal-2026-text,
    title = "From Text to Alpha: Can {LLM}s Track Evolving Signals in Corporate Disclosures?",
    author = "Choi, Chanyeol  and
      Kim, Yoon  and
      Yu, Yu  and
      Cha, Young  and
      Golkhou, Zach  and
      Halperin, Igor  and
      Papaioannou, Georgios  and
      Kim, Minkyu  and
      Wang, Zhangyang  and
      Kwon, Jihoon  and
      Kim, Minjae  and
      Lopez-Lira, Alejandro  and
      Lee, Yongjae",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.174/",
    pages = "2952--2961",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{astaraki-etal-2026-chemclir,
    title = "{C}hem{CLIR}-Bench: Benchmarking Cross-Lingual Information Retrieval in Multilingual Chemical Patents",
    author = "Astaraki, Mahdi  and
      Khodadad, Mohammad  and
      Namazi, Reza  and
      Arshi Saloot, Mohammad  and
      Moghadam, Amir Reza Behzad  and
      Mahyar, Hamidreza  and
      Samiee, Soheila",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.175/",
    pages = "2962--2983",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chen-etal-2026-livingarena,
    title = "{L}iving{A}rena: Do {LLM}s Know What Other {LLM}s Don{'}t? Peer-Probing as Scalable Evaluation",
    author = "Chen, Xingyu  and
      Wang, Rui  and
      Tu, Zhaopeng  and
      Bo, Liefeng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.176/",
    pages = "2984--2998",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lia-mazumder-2026-learning,
    title = "Learning What Not to Forget: Long-Horizon Agent Memory from a Few Kilobytes of Learning",
    author = "Lia, Nusrat Jahan  and
      Mazumder, Aritra",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.177/",
    pages = "2999--3024",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{nikolic-etal-2026-displacement,
    title = "Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized {LLM} Deployment",
    author = "Nikolic, Milos  and
      Hadi Zadeh, Ali  and
      Torres Sanchez, Enrique  and
      Moshovos, Andreas",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.178/",
    pages = "3025--3039",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ghoshal-etal-2026-scaling,
    title = "Scaling Enterprise Cloud Agents to Thousands of {API}s: An Empirical Study of Agent Architecture and {MCP} Tool Boundaries",
    author = "Ghoshal, Sandip  and
      Mrini, Khalil  and
      Assi, Maram  and
      Fan, Yadan  and
      Singh, Jyotika  and
      Ballesteros, Miguel  and
      Sun, Weiyi  and
      Mittal, Anshul  and
      Benajiba, Yassine  and
      Bharadwaj, Sujeeth  and
      Ravi, Sujith  and
      Roth, Dan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.179/",
    pages = "3040--3055",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kim-etal-2026-user,
    title = "When Does User-Scoped Glossary Injection Recover {ASR}-Corrupted Domain Terms in Meeting Summarization? Separating Term Recovery from Summary Utility",
    author = "Kim, Gihwan  and
      Lim, Hyoung Jun  and
      Chung, Yoonseo  and
      Park, Heeyong  and
      Jeong, ChangHyeon  and
      Ma, Seunghee  and
      Park, Joohye  and
      Kim, Junghwan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.180/",
    pages = "3056--3068",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liu-etal-2026-prismalign,
    title = "{P}rism{A}lign: Prior-Steered Multi-View {VLM} Alignment for Hallucination-Robust Table {OCR}",
    author = "Liu, Guangyi  and
      Huang, Qianjun  and
      Hou, Boyu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.181/",
    pages = "3069--3078",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{boateng-etal-2026-decoupling,
    title = "Decoupling Search from Reasoning: A Vendor-Agnostic Grounding Architecture for {LLM} Agents",
    author = "Boateng, Emmanuel Aboah  and
      MacDonald, Kyle  and
      Kumar, Amardeep  and
      Kodwani, Siddharth  and
      Das, Sudeep",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.182/",
    pages = "3079--3094",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-di,
    title = "{DI}-Bench: Systematically Generating In-Domain Data Intelligence Benchmarks for Enterprise Agents",
    author = "Zhang, Jiangyun  and
      Surrao, Kristen  and
      Nitayanont, Tor  and
      Zhang, Yupei  and
      Singh, Roopali  and
      Chen, Zhiyu  and
      Huang, Julia  and
      Tang, Zhou  and
      Akbar, Shayan Ali  and
      Alonso, Omar  and
      Cornejo, Erwin  and
      Li, Yuan  and
      Zhang, Yi",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.183/",
    pages = "3095--3113",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{li-etal-2026-vision,
    title = "Vision is Not Enough: Enhancing Bounding Box Grounding for Document Key Information Extraction with {OCR} Anchors",
    author = "Li, Zhaochen  and
      Kumar, Rathika Suresh  and
      Bai, Tao  and
      Zhang, Zhijie  and
      Shao, Hongxin  and
      Dahlmeier, Daniel",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.184/",
    pages = "3114--3126",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wei-wu-2026-diverse,
    title = "From Diverse Outputs to Structured Set: Semantic Planning Enables Parallel Advertising Text Generation",
    author = "Wei, Penghui  and
      wu, Jiayu",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.185/",
    pages = "3127--3136",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhao-welsch-2026-point,
    title = "Point-in-Time Financial {RAG} with Frozen {LLM} Readers and Market-Feedback Adaptive Retrieval",
    author = "Zhao, Zijie  and
      Welsch, Roy E.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.186/",
    pages = "3137--3148",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{mansoori-etal-2026-defer,
    title = "When to Defer: Scope-Aware Cascades for Structured Attribute Generation in {E}-commerce Product Catalogs",
    author = "Mansoori, Fatemeh  and
      Scarinci, Andrea  and
      Aggarwal, Aditya  and
      Chandramouli, Ashwin  and
      Khan, Suleiman A.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.187/",
    pages = "3149--3160",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{nguyen-etal-2026-scaling,
    title = "Scaling {RLHF} Annotation: A Hybrid Human-{AI} Collaboration Framework",
    author = "Nguyen, Khanh  and
      Chen, Shi  and
      Panguluri, Suseella  and
      Oliver, Jesse  and
      Dave, Salika  and
      Gundecha, Pritam  and
      Delalleau, Olivier",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.188/",
    pages = "3161--3185",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chen-etal-2026-adamem,
    title = "{A}da{M}em: Learning What to Remember with Adaptive Memory Policies for Personalized Agents",
    author = "Chen, Xingyu  and
      Wang, Rui  and
      Tu, Zhaopeng  and
      Bo, Liefeng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.189/",
    pages = "3186--3196",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bodhwani-etal-2026-gauge,
    title = "{GAUGE}: When Not to Trust {LLM}-as-a-Judge in User-Simulated Evaluation of Task-Oriented Agents",
    author = "Bodhwani, Umesh  and
      Tran, Thanh  and
      Wei, Kai",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.190/",
    pages = "3197--3216",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{shah-etal-2026-omniqum,
    title = "{O}mni{QUM}: Multilingual Query-to-Location Understanding Model for Local Search",
    author = "Shah, Avijit  and
      Dwarakanathan, Srini  and
      Kamdar, Yash  and
      Class, Danielle  and
      Moschitti, Alessandro",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.191/",
    pages = "3217--3225",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{satyadharma-etal-2026-positional,
    title = "Positional task conditioning for scalable defect detection across product families in large product catalogs",
    author = "Satyadharma, Soham  and
      Roccabruna, Gabriel  and
      Khan, Suleiman A.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.192/",
    pages = "3226--3239",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{rohlfs-etal-2026-evaluators,
    title = "When Evaluators Cry Wolf: Lessons from Production {LLM}-as-Judge Evaluation in Educational {AI}",
    author = "Rohlfs, Chris  and
      Bosse, Rodrigo Vergara  and
      Hopper, Priscilla  and
      O{'}Keefe, Keanon  and
      Russell, Patrick J",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.193/",
    pages = "3240--3255",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{gupta-etal-2026-litmus,
    title = "Litmus: Zero-Label, Code-Driven Metric Specification for Evaluating {AI} Systems",
    author = "Gupta, Prajjwal  and
      Gupta, Prasang  and
      Bhutani, Vishal  and
      Sharma, Apoorva  and
      Chundru, Sumanth  and
      Sarguroh, Waqar  and
      Paul, Kevin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.194/",
    pages = "3256--3280",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{bourigault-bourigault-2026-voiceagentguard,
    title = "{V}oice{A}gent{G}uard: Contract-Gated Tool Release for Production Voice Agents",
    author = "Bourigault, Emmanuelle  and
      Bourigault, Pauline",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.195/",
    pages = "3281--3296",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hazoom-etal-2026-iterate,
    title = "Iterate Until Retrieved: Factual Nugget Optimization for Discoverable Continual Corrections in Agentic {RAG}",
    author = "Hazoom, Moshe  and
      Patel, Gal  and
      Talmor, Alon  and
      Hope, Tom",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.196/",
    pages = "3297--3307",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{wu-etal-2026-sirf,
    title = "{SIRF}: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control",
    author = "Wu, Suwan  and
      Lin, Yumeng  and
      Yuan, Pengcheng  and
      Jiang, Xiaolong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.197/",
    pages = "3308--3321",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{alisyam-etal-2026-tokens,
    title = "Not All Tokens Earn the Reward: Contrastive Credit Assignment for Production Detection",
    author = "Alisyam, Tejas  and
      Sircar, Prateek  and
      Gupta, Deepak",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.198/",
    pages = "3322--3333",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{luo-etal-2026-awakening,
    title = "Awakening Dormant Users: Modeling Intent Evolution via {LLM}-based Functional Role Reasoning for Generative Recommendation",
    author = "Luo, Huishi  and
      Li, Shuokai  and
      Yang, Hanchen  and
      Sun, Zhongbo  and
      Ding, Haojie  and
      Zhang, Boheng  and
      Cai, Zijia  and
      Qian, Renliang  and
      Yang, Fan  and
      Gao, Tingting  and
      Lei, Chenyi  and
      Ou, Wenwu  and
      Zhuang, Fuzhen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.199/",
    pages = "3334--3356",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-agents,
    title = "Do Agents Help? Agentic Document Information Extraction with Enterprise Database Grounding",
    author = "Zhang, Zhijie  and
      Shao, Hongxin  and
      Geiger, Mattis Lennart  and
      Bai, Tao  and
      Dahlmeier, Daniel",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.200/",
    pages = "3357--3375",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-trust,
    title = "When to Trust: Margin-Calibrated Routing Between {LLM}-as-a-Judge and Human Experts",
    author = "Zhang, Xinran  and
      Nie, Ping  and
      Chan, Michelle Lok-yee  and
      Mason, Joshua L.  and
      Sadati, Arash  and
      Avery, Tate Sterling",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.201/",
    pages = "3376--3390",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kaminski-etal-2026-dynamicmcpbench,
    title = "{D}ynamic{MCPB}ench: A Trace-Grounded, Effect-Scored Benchmark for {LLM} Agents over Live {MCP} Servers",
    author = "Kami{\'n}ski, Jerzy  and
      Galyukshev, Ilya  and
      Kuznetsov, Artem  and
      Chuprin, Sergey  and
      Redko, Kirill  and
      Shumbalov, Aidar  and
      Kalyuzhnaya, Anna",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.202/",
    pages = "3391--3411",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sarker-etal-2026-graphbit,
    title = "{G}raph{B}it: A Graph-based Agentic Framework for Non-Linear Agent Orchestration",
    author = "Sarker, Yeahia  and
      Ullah, Md Rahmat  and
      Molla, Musa  and
      Joty, Shafiq",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.203/",
    pages = "3412--3425",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{vats-etal-2026-redact,
    title = "{REDACT}: A Systematically Controlled Multilingual Benchmark for Personal Information Detection",
    author = "Vats, Guneesh  and
      Agrawal, Anubha  and
      Singhal, Shikha  and
      Dash, Ajita  and
      Selvaraj, Praison  and
      Jhawar, Vidhan  and
      Chenna, Ranga Prasad  and
      G, Bharadwaj Y M",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.204/",
    pages = "3426--3440",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-crisislink,
    title = "{C}risis{L}ink: Closing the Loop between Underspecified Crisis Posts and Humanitarian Coordination",
    author = "Zhang, Yuchen  and
      Gao, Yuze  and
      Chen, Bin  and
      Su, Jian  and
      Benamara, Farah",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.205/",
    pages = "3441--3454",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{grotov-malykh-2026-speculate,
    title = "How to Speculate about Uncertainty in Agentic Coding? A Draft-Model Gate Method",
    author = "Grotov, Konstantin  and
      Malykh, Valentin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.206/",
    pages = "3455--3465",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kanagarajan-etal-2026-beyond,
    title = "Beyond Dense Retrieval: A Structured-Semantic Approach for Conversation Analytics",
    author = "Kanagarajan, Abinesh  and
      Aggarwal, Chetan  and
      Jain, Anjali",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.207/",
    pages = "3466--3489",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{roy-etal-2026-prochunker,
    title = "{P}ro{C}hunker: Self-Optimizing Procedural Chunking for Agent-Ready Workflow Graphs",
    author = "Roy, Soumajit  and
      Adhikari, Sayanta  and
      Puranik, Vinayak S  and
      Comar, Prakash Mandayam",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.208/",
    pages = "3490--3519",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hu-etal-2026-raca,
    title = "{RACA}-{PODS}: Reasoning-Informed First-Token Prediction for Query-Document Relevance in {W}e{C}hat Search",
    author = "Hu, Yupeng  and
      Liao, Dongliang  and
      Ding, Changxing  and
      Qiu, Mengchuan  and
      Liang, Huasheng  and
      Yan, Qiang  and
      Wang, Junhong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.209/",
    pages = "3520--3534",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kunananthaseelan-etal-2026-ontoform,
    title = "{ONTOFORM}: Ontology-Grounded Semantic Data Generation for Enterprise Document Understanding",
    author = "Kunananthaseelan, Nilakshan  and
      Kane, Benjamin  and
      Jain, Siddharth  and
      Ghorbanali, Mahsa  and
      Shiri, Fatemeh  and
      Tumuluri, Raj  and
      Haffari, Gholamreza",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.210/",
    pages = "3535--3543",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{xu-etal-2026-fedanchor,
    title = "{F}ed{A}nchor: Differentially Private Federated {L}o{RA} via Weight Anchoring",
    author = "Xu, Jie  and
      Mehmood, Haaris  and
      van Dalen, Rogier  and
      Saravanan, Karthikeyan  and
      Ozay, Mete",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.211/",
    pages = "3544--3554",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{rajbahadur-etal-2026-llm,
    title = "{LLM} Post-Training as Brownfield Maintenance: An Industrial Perspective on Dataware Engineering",
    author = "Rajbahadur, Gopi Krishnan  and
      Ebrahimi, Amir  and
      Chen, Boyuan  and
      Hassan, Ahmed E.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.212/",
    pages = "3555--3569",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kim-etal-2026-predicate,
    title = "Predicate Importance Estimation and Decoupled Rationale-Score Distillation for Entity Alignment",
    author = "Kim, Keunha  and
      Jang, Yoonjin  and
      Lee, Hyeon-gu  and
      Kim, Sihyung  and
      Ko, Youngjoong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.213/",
    pages = "3570--3587",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{volkova-etal-2026-adapt,
    title = "Adapt the Words, Freeze the Model: {LLM} Prompt Evolution for Domain-Shift-Robust Segmentation",
    author = "Volkova, Olga  and
      Glazkov, Nikita  and
      Konstantin, Pchelin  and
      Bespalov, Iaroslav Radionovich  and
      Baraboshkin, Evgeny Evgenievich  and
      Orlov, Denis  and
      Dylov, Dmitry V.",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.214/",
    pages = "3588--3601",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{battu-etal-2026-autographql,
    title = "{A}uto{G}raph{QL}: A Bring-Your-Own-Schema Framework for Adapting Open-Weight {LLM}s to {G}raph{QL} {API}s",
    author = "Battu, Keya  and
      Mehta, Parth  and
      Balagopal, Harikrishnan  and
      Kesarwani, Manish",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.215/",
    pages = "3602--3613",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{nakarmi-etal-2026-relevance,
    title = "Relevance is $\mathit{not}$ enough: A Communication-Oriented Retrieval System for Consequential Scientific Question Answering",
    author = "Nakarmi, Avina  and
      Battula, Naga Datha Saikiran  and
      Diaz, Anthony  and
      Dasgupta, Aritra",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.216/",
    pages = "3614--3625",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ji-etal-2026-ldu,
    title = "{LDU}-Bench: Multimodal {LLM} Evaluation for Lithography Defect Understanding under Layout-Varying Circuit Backgrounds",
    author = "ji, Huanglong  and
      Zhao, Botong  and
      Lyu, Shujing  and
      Lu, Yue",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.217/",
    pages = "3626--3637",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{mahajan-etal-2026-merit,
    title = "{MERIT}: Mitigating Exposure Bias in Generative {XMC} for User-Interest Propensity Modeling",
    author = "Mahajan, Abhinav  and
      Sarkar, Arindam  and
      Comar, Prakash Mandayam",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.218/",
    pages = "3638--3656",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhong-etal-2026-enterpriseclawbench,
    title = "{E}nterprise{C}law{B}ench: Building Enterprise Agent Benchmarks from Real Workplace Sessions",
    author = "Zhong, Jincheng  and
      Wang, Weizhi  and
      Jiang, Che  and
      Tian, Kai  and
      Yuan, Zhenzhao  and
      Yang, Junlin  and
      Lei, Dianqiao  and
      Zhang, Kaiyan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.219/",
    pages = "3657--3672",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{jiang-etal-2026-med,
    title = "{M}ed-{GRADE}: Medical Grading and Rubric-based Assessment of Doctor-Patient Encounters",
    author = "Jiang, Yidong  and
      Ding, Chao  and
      lu, Renjie  and
      Zhang, Rongzhao  and
      Jiang, Yankai  and
      Li, Tianbin  and
      Ning, Junzhi  and
      Li, Chengze  and
      Zhang, Haoyu  and
      Ding, Jinru  and
      Chen, Pengcheng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.220/",
    pages = "3673--3694",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhu-etal-2026-sage,
    title = "{SAGE}: Stochastic Prompt Optimization via Agent-Guided Exploration",
    author = "Zhu, Ziyi  and
      Smyth, Luka  and
      Shinoda, Saki  and
      Chen, Jinghong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.221/",
    pages = "3695--3711",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hooda-etal-2026-multi,
    title = "Multi-View Structural Interpretability of Agentic Reasoning Traces",
    author = "Hooda, Ritika  and
      Machcha, Sravanthi  and
      MacDonald, Jackson  and
      Srinivasaraghavan, Lavanika  and
      Nijasure, Atharva  and
      Wang, Rui  and
      Shi, Lei  and
      Wu, Junda  and
      Yu, Tong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.222/",
    pages = "3712--3740",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{iacobacci-etal-2026-aradynfact,
    title = "{A}ra{D}yn{F}act: Dynamic Evaluation of Factual Knowledge in {A}rabic",
    author = "Iacobacci, Ignacio  and
      AL-Tam, Faroq  and
      Qian, Zhaozhi  and
      AL-Qurishi, Muhammad",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.223/",
    pages = "3741--3752",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{dwivedi-etal-2026-efficient,
    title = "Efficient Multi-Tenant {L}o{RA} Serving for Encoder Models via Late-Fusion Batched Matrix Multiplication",
    author = "Dwivedi, Ashutosh Rupoliya  and
      Shrikant, Keshav  and
      Rupaliya, Jyotsna",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.224/",
    pages = "3753--3763",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kuzmin-etal-2026-uncertainty,
    title = "Uncertainty Guardrails for {LLM}-Based Medical Diagnostic Systems",
    author = "Kuzmin, Gleb  and
      Rvanova, Lyudmila  and
      Kopanichuk, Ilia  and
      Makharev, Vladimir  and
      Bakulin, Ivan  and
      Shaposhnikov, Vladimir  and
      Oskin, Artem  and
      Anokhin, Petr  and
      Nesterov, Aleksandr  and
      Vazhentsev, Artem  and
      Panchenko, Alexander  and
      Tutubalina, Elena  and
      Bespalov, Iaroslav Radionovich  and
      Dylov, Dmitry V.  and
      Shelmanov, Artem  and
      Oseledets, Ivan",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.225/",
    pages = "3764--3780",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{das-etal-2026-audio,
    title = "Audio Front-End Decoupling: Why Synthetic-Voice Simulators Fail to Predict Real-World Voice Agent Behavior",
    author = "Das, Shoutrik  and
      Agrawal, Suraj  and
      Sachdeva, Aashraya",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.226/",
    pages = "3781--3801",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hartley-etal-2026-deploying,
    title = "Deploying {LLM} Agents for Auditable Complaint Investigation in Banking",
    author = "Hartley, John  and
      Hamill, Conor Brian  and
      Din, Azam  and
      Siddiqui, Fayz  and
      Acheampong, Kingsley Nketia  and
      Cowan, Greig A  and
      Khraishi, Raad",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.227/",
    pages = "3802--3813",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{hong-etal-2026-exhibitionbench,
    title = "{E}xhibition{B}ench: A Multi-Source, Multi-Task Benchmark for Evaluating {LLM}s as Exhibition Curation Assistants",
    author = "Hong, Mengze  and
      Yanjie, Sun  and
      Zhu, Mengyao  and
      Zhang, Chen Jason  and
      Jiang, Di  and
      Ivanka, Huang Guoqiong  and
      LI, Haoyang  and
      Kou, Zhiqiang  and
      Zhang, Shuning  and
      Ni, Wangze  and
      Huang, Enhao  and
      Lei, Zeyang  and
      Zeng, Xia  and
      Wang, Sheng  and
      Liang, Di",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.228/",
    pages = "3814--3825",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{senthilkumar-etal-2026-cast,
    title = "{CAST}: Contrastive Adjudication via Selective Triggering for Clinical {LLM}s",
    author = "Senthilkumar, Krishna  and
      Vaidheeswaran, Archana  and
      Garg, Shivank",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.229/",
    pages = "3826--3835",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lai-etal-2026-trace,
    title = "{TRACE}: Deployable Tree-Relational Structure Enhancement for Oncology {LLM}s",
    author = "Lai, Jizheng  and
      Li, Yingyun  and
      Qin, Ying  and
      Qian, Haiyang",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.230/",
    pages = "3836--3853",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{petrocelli-etal-2026-experts,
    title = "From Experts to Open-Weight Models: a Validated {LLM} Pipeline for Institutional Economic News Annotation",
    author = "Petrocelli, Michele  and
      Rollin, Andrea  and
      Berta, Matteo  and
      Zafonte, Francesca  and
      Monaco, Simone  and
      Apiletti, Daniele  and
      Cerquitelli, Tania",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.231/",
    pages = "3854--3869",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lee-etal-2026-summaries,
    title = "When Summaries Distort Decisions: Information Fidelity in {LLM}-Compressed Financial Analysis",
    author = "Lee, Hoyoung  and
      Park, Suhwan  and
      Lee, Seunghan  and
      Seo, Jun  and
      Lee, Jaehoon  and
      Yoo, Sungdong  and
      Kim, Minjae  and
      Na, CheolWon  and
      Wang, Zhangyang  and
      Golkhou, Zach  and
      Kim, Minkyu  and
      Sabanis, Sotirios  and
      Lopez-Lira, Alejandro  and
      Mehta, Dhagash  and
      Lee, Soonyoung  and
      Choi, Chanyeol  and
      Ahn, Wonbin  and
      Lee, Yongjae",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.232/",
    pages = "3870--3887",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{liang-etal-2026-capmem,
    title = "{C}ap{M}em: A Benchmark for Caption-Based Episodic Memory in Egocentric Video",
    author = "Liang, Dingli  and
      Xie, Yiqiao  and
      Huang, Yukai  and
      Wang, Zhaokai  and
      Cai, Weitong  and
      Feng, Guangwen  and
      Song, Jifei  and
      Zhang, Zhensong  and
      Zhang, Hang",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.233/",
    pages = "3888--3914",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{huang-etal-2026-recast,
    title = "{R}e{CAST}: Restoration-aware Cascaded Stage-wise Training for Obfuscated {SMS} Risk Classification",
    author = "Huang, Jieyun  and
      Shen, Yi  and
      Zhao, Kaikai  and
      Yan, Jiangze  and
      Zhang, Wenjing  and
      Chen, Ping  and
      Wang, Ning  and
      Liu, Zhaoxiang  and
      Wang, Kai  and
      Lian, Shiguo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.234/",
    pages = "3915--3931",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{agrawal-etal-2026-bpcf,
    title = "{BPCF}: A Token-Efficient Process Model Notation for {LLM}-Based {BPMN} Generation",
    author = "Agrawal, Ankit  and
      Wolf, Nicholas  and
      Geske, Flora",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.235/",
    pages = "3932--3944",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{yasuda-ishihara-2026-reproducing,
    title = "Reproducing Omitted Temporal Expressions in {J}apanese News for Retrieval-Augmented Applications",
    author = "Yasuda, Tomoaki  and
      Ishihara, Shotaro",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.236/",
    pages = "3945--3956",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kim-etal-2026-multi-step,
    title = "Multi-Step Tool-Calling over {K}orean Open Public {API}s: A Benchmark and a Data-Synthesis Recipe",
    author = "Kim, Dain  and
      Cho, Eungi  and
      Kim, Kyumin  and
      Noh, Shinyeong  and
      Lim, Kyuseong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.237/",
    pages = "3957--3986",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ma-etal-2026-adapting,
    title = "Adapting Technical-Service {LLM} Agents with Latent Logic Augmentation, Robust Noise Reduction, and Hybrid Reward Modeling",
    author = "Ma, Junzhuo  and
      Shen, Chenghuang  and
      Yu, Yi  and
      Liu, Xingyan  and
      Gu, Jing  and
      Sun, Hangyi  and
      Hu, Guangquan  and
      Liu, Jianfeng  and
      Liu, Weiting  and
      Mingyue, Pu  and
      Yu, Wang  and
      Xiao, Zhengdong  and
      Xie, Rui  and
      Luo, Longjiu  and
      Wang, Qianrong  and
      Cui, Gurong  and
      Qiao, Honglin  and
      Lu, Wenlian",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.238/",
    pages = "3987--4022",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kuznetsov-etal-2026-mmai,
    title = "{MMAI} Gym for Science: Training Liquid Foundation Models for Drug Discovery",
    author = "Kuznetsov, Maksim  and
      Miftahutdinov, Zulfat  and
      Shayakhmetov, Rim  and
      Mizera, Mikolaj  and
      Schutski, Roman  and
      Zagribelnyy, Bogdan  and
      Ilin, Ivan  and
      Bondarev, Nikita  and
      MacDougall, Thomas  and
      Reymond, Mathieu  and
      Bafna, Mihir  and
      Kaymak-Loveless, Kaeli  and
      Babin, Eugene  and
      Malkov, Maxim  and
      Lechner, Mathias  and
      Hasani, Ramin  and
      Amini, Alexander  and
      Aladinskiy, Vladimir  and
      Aliper, Alex  and
      Zhavoronkov, Alex",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.239/",
    pages = "4023--4047",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kuznechenko-etal-2026-tabautosyn,
    title = "{T}ab{A}uto{S}yn: A Generator-Agnostic Pipeline for Deployment-Ready Synthetic Tabular Data",
    author = "Kuznechenko, Dmitrii  and
      Rapatskikh, Kirill  and
      Kalyuzhnaya, Anna  and
      Boukhanovsky, Alexander",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.240/",
    pages = "4048--4066",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kumar-mishra-2026-quantizing,
    title = "Quantizing Masked Diffusion Language Models: Storage-Quality Trade-offs and Runtime Diagnostics",
    author = "Kumar, Pawan  and
      Mishra, Neel",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.241/",
    pages = "4067--4089",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ekuni-etal-2026-training,
    title = "Training Lightweight {PII} Text Detectors via Rubric-Guided Contrastive Data Synthesis",
    author = "Ekuni, Shota  and
      Zeng, Jie  and
      Kobashi, Yohei  and
      Kojima, Takeshi  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.242/",
    pages = "4090--4104",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{galang-etal-2026-verify,
    title = "Verify, Then Argue: Claim Verification in Investment Agent Debates",
    author = "Galang, Joyce Ann Clarize  and
      Mady, Ahmed  and
      Groh, Georg",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.243/",
    pages = "4105--4119",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{tsymbalov-etal-2026-grace,
    title = "{GRACE}-{DS}: a Guarded Reward-guided Agent Correction Environment in Data Science",
    author = "Tsymbalov, Aleksandr  and
      Zaripov, Danis  and
      Epifanov, Artem  and
      Palienko, Anastasiya",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.244/",
    pages = "4120--4148",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kolluru-etal-2026-hybrid,
    title = "Hybrid Generative{--}Tagging Decoding for Product Attribute{--}Value Extraction",
    author = "Kolluru, Keshav  and
      Gupta, Manas  and
      Ahmad, Maroof  and
      Sathyanarayana, Suchitra",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.245/",
    pages = "4149--4160",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{kikuta-2026-else,
    title = "What Else Needs Fixing? Exploring Cost-Effective Test-Time Compute for Revision Propagation in Artifacts Generated Through Conversation",
    author = "Kikuta, Daisuke",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.246/",
    pages = "4161--4177",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{cong-etal-2026-latentriskbench,
    title = "{L}atent{R}isk{B}ench: Measuring State-Dependent Risks in Enterprise Agents",
    author = "Cong, Jingyue  and
      He, Estrid  and
      Li, Zhuang  and
      Shen, Li  and
      Wu, Nan  and
      Peng, Yameng  and
      Li, Xinshu  and
      Song, Andy",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.247/",
    pages = "4178--4195",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{upadhyay-etal-2026-certified,
    title = "Certified Cost-Optimal Triage for Suggestion Detection in Reviews",
    author = "Upadhyay, Aniket  and
      Trivedi, Aakash  and
      Kumar, Dhruv  and
      Narang, Pratik",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.248/",
    pages = "4196--4211",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{park-etal-2026-fund2persona,
    title = "{F}und2{P}ersona: A Framework for Building and Refining Financial Advisor Personas from Fund Disclosure Data",
    author = "Park, Suhwan  and
      Lee, Hoyoung  and
      Wang, Zhangyang  and
      Lopez-Lira, Alejandro  and
      Cha, Young  and
      Choi, Chanyeol  and
      Choi, Jaewon  and
      Lee, Yongjae",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.249/",
    pages = "4212--4229",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{ahmed-subhlok-2026-cite,
    title = "Cite or Decline: A Strict Course-Grounded Chatbot for {STEM} Lecture Videos",
    author = "Ahmed, S M Masrur  and
      Subhlok, Jaspal",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.250/",
    pages = "4230--4242",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{lin-etal-2026-prompt,
    title = "When Do Prompt-Side Agent Playbooks Transfer?Accuracy, Cost, and Runtime Shift in Agent Deployment",
    author = "Lin, Weihong  and
      Zhang, Xiangzheng  and
      Sun, Lin",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.251/",
    pages = "4243--4263",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{cornacchia-etal-2026-calibrated,
    title = "Calibrated Deferral Routing for Cost-Efficient Guardrails",
    author = "Cornacchia, Giandomenico  and
      Padhi, Inkit  and
      Nagireddy, Manish  and
      Chaudhury, Subhajit  and
      Dognin, Pierre  and
      Pedapati, Tejaswini  and
      Rawat, Ambrish  and
      Purcell, Mark  and
      Varshney, Kush R.  and
      Sattigeri, Prasanna",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.252/",
    pages = "4264--4282",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{schneider-etal-2026-fallbacks,
    title = "Not All Fallbacks Are Failures: Understanding and Recovering from Fallbacks in Mobile Voice Assistants",
    author = "Schneider, Phillip  and
      Mercier, Alexandre  and
      Oehms, Joshua  and
      Jokinen, Kristiina  and
      Matthes, Florian",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.253/",
    pages = "4283--4294",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sugiyama-etal-2026-adcompliance,
    title = "{A}d{C}ompliance: Towards Automated Compliance Verification in Advertising Operations",
    author = "Sugiyama, Saki  and
      Zhang, Peinan  and
      Sakai, Yusuke  and
      Takase, Sho  and
      Ouchi, Hiroki  and
      Watanabe, Taro",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.254/",
    pages = "4295--4304",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{borggren-etal-2026-reading,
    title = "Reading the News: Adapting Large Language Models to {S}wedish Journalism Through Continued Pre-Training",
    author = "Borggren, Lukas  and
      Kunz, Jenny  and
      Kuhlmann, Marco",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.255/",
    pages = "4305--4327",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{vu-etal-2026-motigan,
    title = "{M}oti{GAN}: Game Theory Meets the Motivated Intruder Test for Re-identification Risk Generation and Annotation in Pseudonymisation",
    author = "Vu, Xuan-Son  and
      Dang, Tien Dat  and
      Volodina, Elena",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.256/",
    pages = "4328--4337",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{sun-sang-2026-cost,
    title = "Cost-Efficient Intent Classification via Semantic-Candidate Adaptation and Selective Capability Routing",
    author = "Sun, Jiawei  and
      Sang, Yongsheng",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.257/",
    pages = "4338--4348",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-fixed,
    title = "What Should Be Fixed? Rule-Grounded Corrective Actions for Reworkable Logical Anomalies in Industrial Inspection",
    author = "Zhang, Haitao  and
      Chen, Bosheng  and
      Xu, Haote  and
      Tu, Xiaotong  and
      Huang, Yue  and
      Ding, Xinghao",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.258/",
    pages = "4349--4356",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{batra-etal-2026-catching,
    title = "Catching {AI}-Generated Code at Scale: A Lightweight and Interpretable Detector for the {LLM} Era",
    author = "Batra, Arnesh  and
      Thukral, Krish  and
      Sharma, Dev  and
      Khandelwal, Aniket  and
      Gumber, Arush",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.259/",
    pages = "4357--4373",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{zhang-etal-2026-phoenix,
    title = "Phoenix-{VL} 1.5 Medium: Continued Pre-Training of Sovereign Multimodal {AI} for On-Premises Public-Sector Deployment",
    author = "Zhang, Ze Yu  and
      Wang, Jiale  and
      Bong, Jia Hui  and
      Jamil, Umar  and
      Lam, Wen Jett  and
      Lee, Biondi  and
      Lim, Eva  and
      Maladiere, Vincent  and
      Ng, Hong Jin Jonathan  and
      Ray, Arka  and
      Seah, Elijah  and
      Tan, Justin  and
      Teo, Fiona  and
      Teo, Guang Xiang  and
      Grace, Toh Xin Yi  and
      Yi, Yeo Shun  and
      Ng, Gee Wah",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.260/",
    pages = "4374--4397",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{khan-etal-2026-graph,
    title = "Graph-Guided Selective Unlearning for Language Models: Controlling Support Routes Beyond Forget Seeds",
    author = "Khan, Waqas  and
      Sarwar, Tabinda  and
      Cong, Jingyue  and
      Yi, Xun  and
      He, Estrid",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.261/",
    pages = "4398--4414",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{gazzaev-etal-2026-diffresearch,
    title = "{D}iff{R}esearch: Accelerating Deep Research with Diffusion Language Models",
    author = "Gazzaev, Alan-Barsag  and
      Gavrilov, Alexey  and
      Mozikov, Mikhail  and
      Muravyov, Sergey",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.262/",
    pages = "4415--4422",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{chang-etal-2026-care,
    title = "{CARE}: Bounded Selective Evidence-to-Judgment Routing for Cost-Aware Document Security Classification",
    author = "Chang, Yeseul  and
      Lim, Woosang  and
      Kailasa, Rahul  and
      Shim, Simon  and
      Lee, Jaewoo",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.263/",
    pages = "4423--4433",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{badhe-etal-2026-skill,
    title = "{SKILL}.state: Scalable Long-Horizon Agent Skills",
    author = "Badhe, Sanket  and
      Tiwari, Priyanka  and
      Chung, Jonghyun",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.264/",
    pages = "4434--4449",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{linich-etal-2026-trace,
    title = "Trace-{GRAF}: Trace-Guided Granularity Routing for Sequential Agentic Workflows",
    author = "Linich, Anastasiia  and
      Sosedka, Artyom  and
      Budennyy, Semen",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.265/",
    pages = "4450--4460",
    ISBN = "979-8-89176-460-6"
}
@inproceedings{danielyan-etal-2026-cloud,
    title = "Cloud and On-Premises Deployment of {U}zbek Legal {RAG} via Targeted Retriever Fine-Tuning",
    author = "Danielyan, Tatul  and
      Avetisyan, Mariam  and
      Davtyan, Hrant",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.266/",
    pages = "4461--4468",
    ISBN = "979-8-89176-460-6"
}