Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026)

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor 2026-07 Association for Computational Linguistics San Diego, California, USA text conference publication 979-8-89176-394-4 acl-2026-industry https://aclanthology.org/2026.acl-industry.0/ ACL 2026 Industry Track: Overview Yunyao Li author Georg Rehm author Mei Tu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 li-etal-2026-acl https://aclanthology.org/2026.acl-industry.1/ 2026-07 1 4 Smarter, not Bigger: Fine-Tuned RAG-Enhanced LLMs for Automotive Hardware-in-the-Loop Testing Chao Feng author Zihan Liu author Siddhant Gupta author Jan von der Assen author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 feng-etal-2026-smarter https://aclanthology.org/2026.acl-industry.2/ 2026-07 5 12 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing Junbo Niu author Zheng Liu author Zhuangcheng Gu author Bin Wang author Linke Ouyang author Zhiyuan Zhao author Tao Chu author Tianyao He author Fan Wu author Qintong Zhang author Zhenjiang Jin author Guang Liang author Rui Zhang author Wenzheng Zhang author Yuan Qu author Zhifei Ren author Yuefeng Sun author Zirui Tang author Boyu Niu author Yuanhong Zheng author Dongsheng Ma author Ziyang Miao author Hejun Dong author Siyi Qian author Junyuan Zhang author Fangdong Wang author Jingzhou Chen author Xiaomeng Zhao author Liqun Wei author Wei Li author Shasha Wang author RuiLiang Xu author Yuanyuan Cao author Lu Chen author Qianqian Wu author Huaiyu Gu author Lindong Lu author Dechen Lin author Shenguanlin author Xuanhe Zhou author Linfeng Zhang author Yuhang Zang author Xiaoyi Dong author Jiaqi Wang author Bo Zhang author Lei Bai author Pei Chu author Weijia Li author Jiang Wu author Lijun Wu author Zhenxiang Li author Guangyu Wang author Zhongying Tu author Chao Xu author Kai Chen author Bowen Zhou author Dahua Lin author Wentao Zhang author Conghui He author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 niu-etal-2026-mineru2 https://aclanthology.org/2026.acl-industry.3/ 2026-07 13 42 Leveraging Generative AI for Extracting Business Requirements from Legacy COBOL and PL/I Code Ankur Kalohia author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 kalohia-2026-leveraging https://aclanthology.org/2026.acl-industry.4/ 2026-07 43 55 Is Agentic RAG worth it? An experimental comparison of RAG approaches Pietro Ferrazzi author Milica Cvjetićanin author Alessio Piraccini author Davide Giannuzzi author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 ferrazzi-etal-2026-agentic https://aclanthology.org/2026.acl-industry.5/ 2026-07 56 75 Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities Xu Gao author Dong Jing author Kee-hung Lai author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 gao-etal-2026-improving https://aclanthology.org/2026.acl-industry.6/ 2026-07 76 87 TeachMaster: Generative Teaching via Code Yuheng Wang author Runde Yang author Lin Wu author Jie Zhang author Jingru Fan author Tianle Zhou author Ruoyu Fu author Huatao Li author Ruijie Shi author Siheng Chen author Weinan E author Chen Qian author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 wang-etal-2026-teachmaster https://aclanthology.org/2026.acl-industry.7/ 2026-07 88 98 ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring Deyi Ji author Junyu Lu author Xuanyi Liu author Liqun Liu author Hailong Zhang author Peng Shu author Huan Yu author Jie Jiang author Tianrun Chen author Lanyun Zhu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 ji-etal-2026-argus https://aclanthology.org/2026.acl-industry.8/ 2026-07 99 112 Synthetic Text Detection in the Age of Large Language Models: Watermark vs. Automatic Detection Adaku Uchendu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 uchendu-2026-synthetic https://aclanthology.org/2026.acl-industry.9/ 2026-07 113 126 R³A: Reinforced Reasoning for Relevance Assessment for RAG in User-Generated Content Platforms Xiaowei Yuan author Lei Jin author Haoxin Zhang author Ziyang Huang author Yan Gao author Yiwu author Yao Hu author Jun Zhao author Kang Liu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 yuan-etal-2026-r3a https://aclanthology.org/2026.acl-industry.10/ 2026-07 127 140 HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy Fan Xu author Xinyu Hu author Zhenghan Yu author Li Lin author Xu Zhang author Yang Zhang author Wei Zhou author Jinjie Gu author Xiaojun Wan author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 xu-etal-2026-hallucination https://aclanthology.org/2026.acl-industry.11/ 2026-07 141 158 DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting Md Mofijul Islam author Md Sirajus Salekin author Nivedha Balakrishnan author Vincil C Bishop III author Niharika Jain author Spencer Romo author Bob Strahan author Boyi Xie author Diego A Socolinsky author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 islam-etal-2026-docsplit https://aclanthology.org/2026.acl-industry.12/ 2026-07 159 183 TaoType: Predicting Fine-Grained Typing Intent for Faster Search Yipeng Yu author Yichen Yuan author Chengxiao Feng author Xu Liu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 yu-etal-2026-taotype https://aclanthology.org/2026.acl-industry.13/ 2026-07 184 192 Calibrating LLM Judges: Linear Probes for Fast and Reliable Uncertainty Estimation Bhaktipriya Radharapu author Eshika Saxena author Kenneth Li author Chenxi Whitehouse author Adina Williams author Nicola Cancedda author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 radharapu-etal-2026-calibrating https://aclanthology.org/2026.acl-industry.14/ 2026-07 193 216 Detecting AI-Generated Content on Social Media with Multi-modal Language Models Chenyang Yang author Shen Yan author Yibo Yang author Litao Hu author Yuchen Liu author Yuan Zeng author Hanchao Yu author Yinan Zhu author Sumedha Singla author Brian Vanover author Huijun Qian author Zihao Wang author Fujun Liu author Aashu Singh author Jianyu Wang author Xuewen Zhang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 yang-etal-2026-detecting https://aclanthology.org/2026.acl-industry.15/ 2026-07 217 229 IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters Hongwei Zheng author Weiqi Wu author Zhengjia Wang author Guanyu Jiang author Haoming Li author Tianyu Wu author Yongchun Zhu author Jingwu Chen author Feng Zhang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 zheng-etal-2026-icebreaker https://aclanthology.org/2026.acl-industry.16/ 2026-07 230 241 Motivating Next-Gen Accelerators with Flexible N:M Activation Sparsity via Benchmarking Lightweight Post-Training Sparsification Approaches Shirin Alanova author Kristina Kazistova author Ekaterina Galaeva author Alina Kostromina author Vladimir Smirnov author Redko Dmitry author Alexey Dontsov author Maxim Zhelnin author Evgeny Burnaev author Egor Shvetsov author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 alanova-etal-2026-motivating https://aclanthology.org/2026.acl-industry.17/ 2026-07 242 258 Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models Kyudan Jung author Jihwan Kim author Soyoon Kim author Jeonghoon Kim author Jaegul Choo author Cheonbok Park author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 jung-etal-2026-sommelier https://aclanthology.org/2026.acl-industry.18/ 2026-07 259 284 Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training Yangyi Fang author Jiaye Lin author Xiaoliang Fu author Cong Qin author Haolin Shi author Chang Liu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 fang-etal-2026-proximity https://aclanthology.org/2026.acl-industry.19/ 2026-07 285 307 Mixture of Heterogeneous Grouped Experts for Language Modeling Zhicheng Ma author Xiang Liu author Zhaoxiang Liu author Ning Wang author Yi Shen author Kai Wang author Shuming Shi author Shiguo Lian author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 ma-etal-2026-mixture https://aclanthology.org/2026.acl-industry.20/ 2026-07 308 317 Policy Compliance of User Requests in Natural Language for AI Systems Pedro Cisneros-Velarde author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 cisneros-velarde-2026-policy https://aclanthology.org/2026.acl-industry.21/ 2026-07 318 328 Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach Zhihao Lin author Ziqi Zhu author Hao Huang author Guanghui Wang author Peiyang He author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 lin-etal-2026-better https://aclanthology.org/2026.acl-industry.22/ 2026-07 329 345 SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification Cao Te author Mengge Xue author Zhenyu Hu author Yuan Chen author Liqun Liu author Peng Shu author Huan Yu author Jie Jiang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 te-etal-2026-ssr https://aclanthology.org/2026.acl-industry.23/ 2026-07 346 357 \mathcalR³: Advertisement Compliance \mathcalRectification via Group-\mathcalRelative Experience Extractor and Curriculum \mathcalReinforcement Yuan Chen author Zhenyu Hu author Mengge Xue author Cao Te author Liqun Liu author Peng Shu author Huan Yu author Jie Jiang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 chen-etal-2026-r3 https://aclanthology.org/2026.acl-industry.24/ 2026-07 358 370 GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models Yuan Zhong author Chuanwei Ruan author Moein Hasani author Tejaswi Tenneti author Haixun Wang author Fenglong Ma author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 zhong-etal-2026-groclm https://aclanthology.org/2026.acl-industry.25/ 2026-07 371 385 DeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce Domain Rafael Ferreira author Flavio Di Palo author Huilin Lu author Ayush Jain author Harsha Aduri author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 ferreira-etal-2026-deepresearch https://aclanthology.org/2026.acl-industry.26/ 2026-07 386 409 GeoGround: Uncertainty-Weighted Multi-Task Learning for Geo-Alignment and Address Defect Detection Srinivas Virinchi author Aman Gulati author Anoop Saladi author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 virinchi-etal-2026-geoground https://aclanthology.org/2026.acl-industry.27/ 2026-07 410 419 Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs Kyungho Kim author Yeonje Choi author Gyurim Hwang author Sejin Chung author Hongseok Lee author Myeong Ho Song author Yeongho Kim author Sunwoo Kim author Jongha Lee author Juyeon Kim author Kijung Shin author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 kim-etal-2026-pre https://aclanthology.org/2026.acl-industry.28/ 2026-07 420 435 Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations Apoorva Singh author Sanjay Agrawal author Sayanta Adhikari author Vinayak S Puranik author Shivam Tiwari author Dheeraj Assudani author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 singh-etal-2026-agent https://aclanthology.org/2026.acl-industry.29/ 2026-07 436 446 Reason-Code: Reliable Code Generation via Test-Driven Monte Carlo Tree Search Zixu Li author Zhiqi Peng author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 li-peng-2026-reason https://aclanthology.org/2026.acl-industry.30/ 2026-07 447 458 Optimizing Retrieval-Augmented Generation for E-Commerce How-To Assistance Gilad Fuchs author Leonid Ekimov author Fei Dong author Jiahong Xie author Wei Liu author Maxim Manco author Alexander Nus author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 fuchs-etal-2026-optimizing https://aclanthology.org/2026.acl-industry.31/ 2026-07 459 466 UNIVID: Unified Vision-Language Model for Video Moderation Kejuan Yang author Yizhuo Zhang author Mingyuan Du author Yue Zhang author Dixin Zheng author Kaili Zhao author Yang Xiao author Hanzhong Liang author Kenan Xiao author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 yang-etal-2026-univid https://aclanthology.org/2026.acl-industry.32/ 2026-07 467 479 Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography Sudharshan Balaji author Zhiyu Liu author Zhengyuan Jiang author Shuo Lei author Yimin Chen author Yang Xiao author Shone O Almeida author Mathew Joseph Karivelil author Christopher Malanga author Ning Wang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 balaji-etal-2026-learning https://aclanthology.org/2026.acl-industry.33/ 2026-07 480 493 Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards Xia Zeng author Yihan Chen author Luhui Liu author Chao Luo author Ye Chen author Zhuangzhuoran author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 zeng-etal-2026-teaching https://aclanthology.org/2026.acl-industry.34/ 2026-07 494 506 NEST: Nested Evidence Survival for Retrieval Akshay Verma author Siddharth Pillai author Prateek Sircar author Deepak Gupta author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 verma-etal-2026-nest https://aclanthology.org/2026.acl-industry.35/ 2026-07 507 516 Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training Tianle Xia author Ming Xu author Lingxiang Hu author Yiding Sun author Wenwei Li author Linfang Shang author Liqun Liu author Peng Shu author Huan Yu author Jie Jiang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 xia-etal-2026-search https://aclanthology.org/2026.acl-industry.36/ 2026-07 517 534 AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use Yuanjie Lyu author Chengyu Wang author Haonan Zheng author Yuanhao Yue author Junbing Yan author Ming Wang author Jun Huang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 lyu-etal-2026-agenticqwen https://aclanthology.org/2026.acl-industry.37/ 2026-07 535 551 From Short Video to Clickable Search: RLVR-Enabled Listwise Query Suggestion with Retrieval-Augmented Context Mingkai Tian author Xuye author Long Meng author Liwei Chen author Zhiheng Qin author Yi Wang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 tian-etal-2026-short https://aclanthology.org/2026.acl-industry.38/ 2026-07 552 562 Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues Qing Ping author Changyou Chen author Binxuan Huang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 ping-etal-2026-small https://aclanthology.org/2026.acl-industry.39/ 2026-07 563 584 Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce Lakshman Kolasani author Fatemeh Taheri Dezaki author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 kolasani-dezaki-2026-progressive https://aclanthology.org/2026.acl-industry.40/ 2026-07 585 591 Grounded Multimodal In-Context Learning for Product Weight Estimation at Scale in E-commerce Bhavuk Singhal author Arsh Keshari author Ravindra Kumar Yadav author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 singhal-etal-2026-grounded https://aclanthology.org/2026.acl-industry.41/ 2026-07 592 603 Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA Wenwei Li author Ming Xu author Tianle Xia author Lingxiang Hu author Yiding Sun author Linfang Shang author Liqun Liu author Peng Shu author Huan Yu author Jie Jiang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 li-etal-2026-towards-faithful https://aclanthology.org/2026.acl-industry.42/ 2026-07 604 617 A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting Yu Lei author Zixuan Wang author Yiqing Feng author Junru Zhang author Yahui Li author Liu Chu author Wang Tongyao author Dongyang Li author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 lei-etal-2026-unified https://aclanthology.org/2026.acl-industry.43/ 2026-07 618 631 DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition Le Zhang author Shengming Zhang author Rui Zha author Wu Yunpeng author Jingbo Zhou author Jizhou Huang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 zhang-etal-2026-duivrs https://aclanthology.org/2026.acl-industry.44/ 2026-07 632 645 SAJA: A Simple Approach to Judge Alignment for LLM-as-a-Judge Sneha Kola author Pankaj Kumar Sharma author Soumyadeep Dey author Bamdev Mishra author Mayur Datar author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 kola-etal-2026-saja https://aclanthology.org/2026.acl-industry.45/ 2026-07 646 664 ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution Jihong Wang author Jiamu Zhou author Weiming Zhang author Teng Wang author Weiwen Liu author Zhuosheng Zhang author Xingyu Lou author Weinan Zhang author Huarong Deng author Jun Wang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 wang-etal-2026-colorbrowseragent https://aclanthology.org/2026.acl-industry.46/ 2026-07 665 680 ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making Yusuke Watanabe author Yohei Kobashi author Takeshi Kojima author Yusuke Iwasawa author Yasushi Okuno author Yutaka Matsuo author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 watanabe-etal-2026-clindet https://aclanthology.org/2026.acl-industry.47/ 2026-07 681 703 AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital Lianxin Sun author Xiaoying Ying author Guangya Yu author Weiyan Zhang author Chenhao Guan author Hao He author Mingxi Shang author Jianhua Li author ChunMing Wang author Tong Ruan author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 sun-etal-2026-aida https://aclanthology.org/2026.acl-industry.48/ 2026-07 704 715 IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance Chathurangi Shyalika author Dhaval C Patel author Amit Sheth author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu 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Suda author David Eriksson author Maximilian Balandat author Rylan Conway author Patrick Huber author Chinnadhurai Sankar author Ayushi Dalmia author Zechun Liu author Lemeng Wu author Tarek Elgamal author Adithya Sagar author Vikas Chandra author Raghuraman Krishnamoorthi author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) Yunyao Li editor Georg Rehm editor Mei Tu editor Association for Computational Linguistics San Diego, California, USA conference publication 979-8-89176-394-4 huang-etal-2026-mobilellm https://aclanthology.org/2026.acl-industry.51/ 2026-07 749 760 LEAP: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference Shashank Kapadia author Deep Narayan Mishra author Sujal Reddy Alugubelli author Haoan Wang author Saipraveen Vabbilisetty author Rishi Bhatia author Anupriya Sharma author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 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