Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor 2026-07 Association for Computational Linguistics San Diego, California, United States text conference publication 979-8-89176-392-0 acl-2026-demo https://aclanthology.org/2026.acl-demo.0/ Interpreto: An Explainability Library for Transformers Antonin Poché author Thomas Mullor author Gabriele Sarti author Frédéric Boisnard author Corentin Friedrich author Charlotte Claye author Francois Hoofd author Raphael Bernas author Nicholas Asher author Celine Hudelot author Fanny Jourdan author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 poche-etal-2026-interpreto https://aclanthology.org/2026.acl-demo.1/ 2026-07 1 13 Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks Guangwei Zhang author Jianing Zhu author Cheng Qian author Neil Zhenqiang Gong author Rada Mihalcea author Zhaozhuo Xu author Jingrui He author Jiaqi W Ma author Chaowei Xiao author Bo Li author Ahmed Abbasi author Dongwon Lee author Heng Ji author Denghui Zhang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 zhang-etal-2026-copyright https://aclanthology.org/2026.acl-demo.2/ 2026-07 14 26 PROTEA: Offline Evaluation and Iterative Refinement for Multi-Agent LLM Workflows Kazuki Kawamura author Satoshi Waki author Kei Tateno author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 kawamura-etal-2026-protea https://aclanthology.org/2026.acl-demo.3/ 2026-07 27 35 SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Runcong Zhao author Qinglin Zhu author Hainiu Xu author Bin Liang author Lin Gui author Yulan He author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 zhao-etal-2026-symbolicthought https://aclanthology.org/2026.acl-demo.4/ 2026-07 36 46 LiTS: A Modular Framework for LLM Tree Search Xinzhe Li author Yaguang Tao author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 li-tao-2026-lits https://aclanthology.org/2026.acl-demo.5/ 2026-07 47 56 AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling Zhen Lin author Qiujie Xie author Minjun Zhu author Shichen Li author QiYao Sun author Enhao Gu author Yiran Ding author Ke Sun author Fang Guo author Panzhong Lu author Zhiyuan Ning author Yixuan Weng author Yue Zhang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 lin-etal-2026-autofigure https://aclanthology.org/2026.acl-demo.6/ 2026-07 57 67 QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents Haochen Luo author Yifan LI author Ho Tin Ko author An Binh Minh author Junjie Xu author Tang Pok Hin author Wang Chak Wong author Gao Yuan author Zhengzhao Lai author Yuan Zhang author Chen Liu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 luo-etal-2026-qfinzero https://aclanthology.org/2026.acl-demo.7/ 2026-07 68 77 dLLM: Simple Diffusion Language Modeling Zhanhui Zhou author Lingjie Chen author Hanghang Tong author Dawn Song author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 zhou-etal-2026-dllm https://aclanthology.org/2026.acl-demo.8/ 2026-07 78 88 Fast-MIA: Efficient and Scalable Membership Inference for LLMs Hiromu Takahashi author Shotaro Ishihara author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 takahashi-ishihara-2026-fast https://aclanthology.org/2026.acl-demo.9/ 2026-07 89 98 CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents Peter Jansen author Samiah Hassan author Pragnya Narasimha author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 jansen-etal-2026-codedistiller https://aclanthology.org/2026.acl-demo.10/ 2026-07 99 107 IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation Md Mofijul Islam author Md Sirajus Salekin author Joe King author Priyashree Roy author Vamsi Thilak Gudi author Spencer Romo author Akhil Nooney 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 (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 islam-etal-2026-idp https://aclanthology.org/2026.acl-demo.11/ 2026-07 108 118 AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews Tobias Gårdhus author Nikolas Vitsakis author Fie Lejre Frederiksen author Anna Rogers author Hjalmar Bang Carlsen author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 gardhus-etal-2026-ainterviewer https://aclanthology.org/2026.acl-demo.12/ 2026-07 119 127 AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis Massimiliano Pronesti author Angelo Miculescu author Mohsin Kapdi author Paul Flanagan author Oisín Redmond author Joao H Bettencourt-Silva author Gurdeep Singh Mannu author Spiros Denaxas author Rui Providencia author Anya Belz author Yufang Hou author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 pronesti-etal-2026-autoforest https://aclanthology.org/2026.acl-demo.13/ 2026-07 128 137 Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment Raymond Alavo author Xinyuan Zhang author Gemza Ademaj author Junhui Cai author Hyeokhyen Kwon author Robert Cotes author Gari D Clifford author Ahmed Abbasi author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 alavo-etal-2026-dash https://aclanthology.org/2026.acl-demo.14/ 2026-07 138 147 MixtureKit: A General Framework for Composing, Training, and Visualizing Mixture-of-Experts Models Ahmad Chamma author Omar El Herraoui author Guokan Shang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 chamma-etal-2026-mixturekit https://aclanthology.org/2026.acl-demo.15/ 2026-07 148 156 Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks Yihan Wang author Peiyu Liu author Runyu Chen author Jiaxing Pu author Wei Xu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 wang-etal-2026-squrve https://aclanthology.org/2026.acl-demo.16/ 2026-07 157 166 RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems Yu Jiang author Wenjie Wang author Yue Huang author Yanbo Wang author Zhenhong Zhou author Xiuying Chen author Yang Liu author Pin-Yu Chen author Wei Wang author Xiangliang Zhang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 jiang-etal-2026-risklab https://aclanthology.org/2026.acl-demo.17/ 2026-07 167 177 ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs Yuzhuang Xu author Xu Han author Yuxuan Li author Wanxiang Che author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 xu-etal-2026-arclight https://aclanthology.org/2026.acl-demo.18/ 2026-07 178 186 DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses Han Luo author Guy Laban author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 luo-laban-2026-dialogguard https://aclanthology.org/2026.acl-demo.19/ 2026-07 187 196 ClinQueryAgent: A Conversational Agent for Population Health Management Joseph Spartacus Boyle author Anthony Michael Dranfield author Mike O’Neil author Maria Liakata author Alison Q Smithard author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 boyle-etal-2026-clinqueryagent https://aclanthology.org/2026.acl-demo.20/ 2026-07 197 207 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah author Bhawna Piryani author Jamshid Mozafari author Andreas Herzinger author Jamie Holdcroft author Adam Jatowt author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 abdallah-etal-2026-rankify https://aclanthology.org/2026.acl-demo.21/ 2026-07 208 219 ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery Shahar Levy author Eliya Habba author Reshef Mintz author Barak Raveh author Renana Keydar author Gabriel Stanovsky author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 levy-etal-2026-schematiq https://aclanthology.org/2026.acl-demo.22/ 2026-07 220 230 GovScape: A Public Multimodal Search System for 70 Million Pages of Government PDFs Ying-Hsiang Huang author Claire Gong author Shreya Shaji author Alison R Yan author Leslie Harka author Albert Du author Anjali Shubha Gopal author Samuel J Klein author Shannon Zejiang Shen author Mark E Phillips author Trevor Owens author Kyle Deeds author Benjamin Charles Germain Lee author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 huang-etal-2026-govscape https://aclanthology.org/2026.acl-demo.23/ 2026-07 231 241 Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation Mingyu Wang author Bin Yu author Wenjian Lu author Zhi Wang author Gao Kefeng author Cheng Wen author Xu Lu author Cong Tian author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 wang-etal-2026-bridging-kernel https://aclanthology.org/2026.acl-demo.24/ 2026-07 242 252 BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation Yang Qi author Xiangyao Ma author Xiao Wang author Hao Wang author Rui Wang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 qi-etal-2026-babeldoc https://aclanthology.org/2026.acl-demo.25/ 2026-07 253 262 JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework Kangjun Liu author Zhenyu Li author Jianlei Wang author Hongjiao Guan author Ying Lian author Guoqiang Chen author Tao Xin author Wenpeng Lu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 liu-etal-2026-jointcoder https://aclanthology.org/2026.acl-demo.26/ 2026-07 263 274 Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects Christopher Latimer author Nicolò Boschi author Andrew Neeser author Chris Bartholomew author Gaurav Srivastava author Xuan Wang author Naren Ramakrishnan author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 latimer-etal-2026-hindsight https://aclanthology.org/2026.acl-demo.27/ 2026-07 275 285 Semantic XPath: Structured Agentic Memory Access for Conversational AI Yifan Simon Liu author Ruifan Wu author Liam Gallagher author Jiazhou Liang author Armin Toroghi author Scott Sanner author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 liu-etal-2026-semantic https://aclanthology.org/2026.acl-demo.28/ 2026-07 286 296 Graph of Trace: Visualizing Execution Traces of Scientific Agents Tianci Gao author Haoxuan Li author Jian He Li author Tianxiang Zhao author Shi Runze author Weiran Wang author Zezhao Wu author Lu Mi author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 gao-etal-2026-graph https://aclanthology.org/2026.acl-demo.29/ 2026-07 297 306 ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models Jiasheng Zheng author Xin Zheng author Boxi Cao author Pengbo Wang author Zhengzhao Ma author Qiming Zhu author Jiazhen Jiang author Yaojie Lu author Hongyu Lin author Xianpei Han author Le Sun author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 zheng-etal-2026-scalebox https://aclanthology.org/2026.acl-demo.30/ 2026-07 307 317 DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis Zhichao Shi author Cehao Yang author Hao Zhou author Xiaojun Wu author Huajie Li author Xuhui Jiang author Chengjin Xu author Yuanzhuo Wang author Jian Guo author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 shi-etal-2026-dataarc https://aclanthology.org/2026.acl-demo.31/ 2026-07 318 326 HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization Baocai Shan author Yuzhuang Xu author Wanxiang Che author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 shan-etal-2026-huoziime https://aclanthology.org/2026.acl-demo.32/ 2026-07 327 335 WIGVO: Real-Time Bidirectional Speech Translation over Legacy PSTN Calls via Dual-Session Echo Gating Hyeong-seob Kim author Sang-Woo Son author Hyun-woo Cho author Hyeonsang Kim author Jinmo Kim author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 kim-etal-2026-wigvo https://aclanthology.org/2026.acl-demo.33/ 2026-07 336 344 MASEval: Extending Multi-Agent Evaluation from Models to Systems Cornelius Emde author Alexander Rubinstein author Anmol Goel author Ahmed Heakl author Sangdoo Yun author Seong Joon Oh author Martin Gubri author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 emde-etal-2026-maseval https://aclanthology.org/2026.acl-demo.34/ 2026-07 345 356 MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing Yang Liu author Jinxuan Cai author Yishen Li author Qi Meng author Zedi Liu author Xin Li author Chen Qian author Chuan Shi author Cheng Yang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 liu-etal-2026-masfactory https://aclanthology.org/2026.acl-demo.35/ 2026-07 357 366 FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs Meng Fang author Harry Mackenzie author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 fang-mackenzie-2026-factsearch https://aclanthology.org/2026.acl-demo.36/ 2026-07 367 373 Potato 2.0: A Comprehensive Annotation Platform with AI-in-the-Loop Support David Jurgens author Michael Chen author Lina Iyer author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 jurgens-etal-2026-potato https://aclanthology.org/2026.acl-demo.37/ 2026-07 374 386 mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models Jakub Muszyński author Paweł Pozorski author Maria Ganzha author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 muszynski-etal-2026-mllm https://aclanthology.org/2026.acl-demo.38/ 2026-07 387 396 PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf Jiarui Liu author Terry Jingchen Zhang author Ryan Faulkner author Xuanqiang Angelo Huang author Vilém Zouhar author Dominik Glandorf author Isabel Dahlgren author Rishit Dagli author Yuen Chen author Felix Leeb author Van Q Truong author Punya Syon Pandey author Yves Bicker author Suvajit Majumder author Wenyuan Jiang author Zeju Qiu author Sankalan Pal Chowdhury author Mrinmaya Sachan author Bernhard Schölkopf author Mona T Diab author Zhijing Jin author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 liu-etal-2026-papermentor https://aclanthology.org/2026.acl-demo.39/ 2026-07 397 407 Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis Junhan Liu author Zhenke Liu author Yongcheng Shi author Peilin Yu author Minxing Zhang author Jiapeng Zhang author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 liu-etal-2026-gardener https://aclanthology.org/2026.acl-demo.40/ 2026-07 408 417 TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages Dušan Variš author Abishek Stephen author Jindřich Libovický author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 varis-etal-2026-tokcollate https://aclanthology.org/2026.acl-demo.41/ 2026-07 418 427 A System for Dynamically Tracking Content Moderation on Reddit George Arthur Baker author Bharadwaj Kadiyala author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 baker-kadiyala-2026-system https://aclanthology.org/2026.acl-demo.42/ 2026-07 428 435 AI Steerability 360: A Toolkit for Steering Large Language Models Erik Miehling author Karthikeyan Natesan Ramamurthy author Praveen Venkateswaran author Ching-Yun Ko author Pierre Dognin author Moninder Singh author Tejaswini Pedapati author Avinash Balakrishnan author Matthew Riemer author Dennis Wei author Inge Vejsbjerg author Elizabeth M Daly author Kush R Varshney author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 miehling-etal-2026-ai https://aclanthology.org/2026.acl-demo.43/ 2026-07 436 444 Media-to-Insights: A Multi-Agent AI System for Continuous Media Monitoring, Analysis, and Reporting Ashraf Hatim Elneima author Ozan Yilmaz author Hadi Nasrallah author Sanjika Hewavitharana author Mohamed Al-Badrashiny author Hassan Sawaf author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 elneima-etal-2026-media https://aclanthology.org/2026.acl-demo.44/ 2026-07 445 452 LinkNav: Surfacing Interconnected Information in Scientific Articles Sebastian Antony Joseph author Jennifer Healey author Junyi Jessy Li author Ani Nenkova author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 joseph-etal-2026-linknav https://aclanthology.org/2026.acl-demo.45/ 2026-07 453 462 FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph Pawitsapak Akarajaradwong author Thitiwat Nopparatbundit author Treephop Saeteng author Kasidit Phoncharoen author Sarana Nutanong author Chompakorn Chaksangchaichot author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 akarajaradwong-etal-2026-fourcorners https://aclanthology.org/2026.acl-demo.46/ 2026-07 463 472 rosaOS: Agentic Operating System for Embodied LLMs Yijun Ge author Kushaldeep Mujral author Karthik Nambiar author Jimmy Lin author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 ge-etal-2026-rosaos https://aclanthology.org/2026.acl-demo.47/ 2026-07 473 480 CritiSense: Critical Digital Literacy and Resilience Against Misinformation Firoj Alam author Fatema Ahmad author Ali Ezzat Shahroor author Mohamed Bayan Kmainasi author Elisa Sartori author Giovanni Da San Martino author Abul Hasnat author Raian Ali author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 alam-etal-2026-critisense https://aclanthology.org/2026.acl-demo.48/ 2026-07 481 492 MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval Shuheng Chen author Namratha Patil author Haonan Pan author Angel Hsing-Chi Hwang author Yao Du author Ruishan Liu author Jieyu Zhao author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 chen-etal-2026-med https://aclanthology.org/2026.acl-demo.49/ 2026-07 493 503 PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways Jasper Meynard Arana author John Andrew Mañacop author John Allen Manacop author Roy Andrew Garcia author Keith Rick Piniera author Kristine Ann M Carandang author 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Matching Platform Using Knowledge Graphs, Semantic Search and Explainable AI Mayank Vyas author Abhijit Chakraborty author Vivek Gupta author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 vyas-etal-2026-jobmatchai https://aclanthology.org/2026.acl-demo.52/ 2026-07 526 535 Qayyem: A Real-time Platform for Scoring Proficiency of Arabic Essays Hoor Tamer Elbahnasawi author Marwan Sayed author Sohaila Eltanbouly author Fatima Zahra Brahamia author Tamer Elsayed author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 elbahnasawi-etal-2026-qayyem https://aclanthology.org/2026.acl-demo.53/ 2026-07 536 545 PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence Jianpeng Chen author Wangzhi Zhan author Haohui Wang author Brian Mayer author Dongqi Fu author Dawei Zhou author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 chen-etal-2026-phyver https://aclanthology.org/2026.acl-demo.54/ 2026-07 546 555 pAtChWoRK: Patching the Pieces of Public Procurement Documents Lorena Calvo-Bartolomé author Saúl Blanco Fortes author Erick Cedeño author Jerónimo Arenas-García author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 calvo-bartolome-etal-2026-patchwork https://aclanthology.org/2026.acl-demo.55/ 2026-07 556 565 UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models Qundong Shi author Jie Zhou author Biyuan Lin author Junbo Cui author Guoyang Zeng author Yixuan Zhou author Ziyang Wang author Xin Liu author Zhen Luo author Yudong Wang author Zhiyuan Liu author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 shi-etal-2026-ultraeval https://aclanthology.org/2026.acl-demo.56/ 2026-07 566 577 Paper2Web: Let’s Make Your Paper Alive! Yuhang Chen author Tianpeng Lv author Yao Wan author Philip S Yu author Dongping Chen author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 chen-etal-2026-paper2web https://aclanthology.org/2026.acl-demo.57/ 2026-07 578 585 OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction Junxing Hu author Tianlong Li author Lei Yu author Ai Han author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 hu-etal-2026-oxygent https://aclanthology.org/2026.acl-demo.58/ 2026-07 586 596 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Hannah Kim author Estevam Hruschka author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 aminnaseri-etal-2026-dynamic https://aclanthology.org/2026.acl-demo.69/ 2026-07 702 714 ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning Vladislav Smirnov author Quang-Chieu Nguyen author Sergey Senichev author Minh Ngoc Ta author Ekaterina Fadeeva author Artem Vazhentsev author Daria Galimzianova author Nikolai Rozanov author Viktor Mazanov author Jingwei Ni author Tianyi Wu author Igor Kiselev author Mrinmaya Sachan author Iryna Gurevych author Preslav Nakov author Timothy Baldwin author Artem Shelmanov author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: 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author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 chowdhury-etal-2026-fd https://aclanthology.org/2026.acl-demo.75/ 2026-07 764 773 DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA Anirudh Iyengar Kaniyar Narayana Iyengar author Tampu Ravi Kumar author Manan Suri author Raviteja Bommireddy author Dinesh Manocha author Puneet Mathur author Vivek Gupta author 2026-07 text Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) Greg Durrett editor Ping Jian editor Association for Computational Linguistics San Diego, California, United States conference publication 979-8-89176-392-0 iyengar-etal-2026-diagrams https://aclanthology.org/2026.acl-demo.76/ 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