Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor 2026-10 Association for Computational Linguistics Budapest, Hungary text conference publication 979-8-89176-461-3 emnlp-2026-demos https://aclanthology.org/2026.emnlp-demos.0/ ChatDev 2.0: A No-Code Multi-Agent Platform for Developing Everything Yufan Dang author Shu Yao author Bowen Lai author Chenting Xu author Ruijie Shi author Wai-Shing Leung author Huatao Li author Chen Qian author Zhiyuan Liu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 dang-etal-2026-chatdev https://aclanthology.org/2026.emnlp-demos.1/ 2026-10 1 12 HintEval: An Open-Source Python Toolkit for Hint Generation and Hint Evaluation Jamshid Mozafari author Bhawna Piryani author Abdelrahman Abdallah author Adam Jatowt author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 mozafari-etal-2026-hinteval https://aclanthology.org/2026.emnlp-demos.2/ 2026-10 13 23 EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering Haolei Xu author Xinyu Mei author Yuchen Yan author Rui Zhou author Wenqi Zhang author Weiming Lu author Yueting Zhuang author Yongliang Shen author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 xu-etal-2026-easysteer https://aclanthology.org/2026.emnlp-demos.3/ 2026-10 24 35 ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models Jun Zhang author Jiasheng Zheng author Boxi Cao author Yaojie Lu author Hongyu Lin author Jia Zheng author Xianpei Han author Le Sun author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhang-etal-2026-reasoninglens https://aclanthology.org/2026.emnlp-demos.4/ 2026-10 36 45 Jiuge-Tuiqiao: An Interpretable Human-AI System for Classical Chinese Poetry Refinement Yufeng Han author Lifan Deng author Cunliang Kong author Wenhao Li author Xin Cong author Yuzhuo Bai author Kangyang Luo author Maosong Sun author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 han-etal-2026-jiuge https://aclanthology.org/2026.emnlp-demos.5/ 2026-10 46 55 CoLearn: An Agentic Tutor that Learns its Learner in a Human–AI Co-Learning Loop Kailai He author Zhihao Wu author Linhai Zhang author Runcong Zhao author Yulan He author Jiazheng Li author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 he-etal-2026-colearn https://aclanthology.org/2026.emnlp-demos.6/ 2026-10 56 65 Pearmut: Human Evaluation of Translation Made Trivial Vilém Zouhar author Tom Kocmi author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zouhar-kocmi-2026-pearmut https://aclanthology.org/2026.emnlp-demos.7/ 2026-10 66 86 Simulstream: Open-Source Toolkit for Evaluation and Demonstration of Streaming Speech-to-Text Translation Systems Marco Gaido author Sara Papi author Mauro Cettolo author Matteo Negri author Luisa Bentivogli author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 gaido-etal-2026-simulstream https://aclanthology.org/2026.emnlp-demos.8/ 2026-10 87 97 HiMe: Real-Time Self-Hosted Personal Agent Platform for Health Insights with Wearable Devices Wei Liu author Siya Qi author Linhai Zhang author Lorainne Tudor Car author Yulan He author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 liu-etal-2026-hime https://aclanthology.org/2026.emnlp-demos.9/ 2026-10 98 108 ARCCS: An Automated Regulatory Compliance Checking System Giorgos Filandrianos author José Sacadura Menezes author Chrysoula Zerva author Alessandro Gianola author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 filandrianos-etal-2026-arccs https://aclanthology.org/2026.emnlp-demos.10/ 2026-10 109 119 RISE-NLP: Interactive Residual Distribution Diagnostics for Fairness Auditing in Text Classification Ray Chen author Kevin Kurian author Christan Grant author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 chen-etal-2026-rise https://aclanthology.org/2026.emnlp-demos.11/ 2026-10 120 127 MangaLens: A Multi-Model Tool for Structured Manga Parsing Jiannan Mao author Jin Tei author Zhi Qu author Hideki Tanaka author Masao Utiyama author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 mao-etal-2026-mangalens https://aclanthology.org/2026.emnlp-demos.12/ 2026-10 128 137 Drift Inspector: Exploring and Measuring Scientific Drift with Atomic Contribution Claims Vsevolod Karimov author Stepan Ostarkov author Anastasia Poroshina author Frolov Anatolii author Alexander Panchenko author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 karimov-etal-2026-drift https://aclanthology.org/2026.emnlp-demos.13/ 2026-10 138 148 LLMberjack: Guided Trimming of Debate Trees for Multi-Party Conversation Creation Leonardo Bottona author Nicolò Penzo author Bruno Lepri author Marco Guerini author Sara Tonelli author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 bottona-etal-2026-llmberjack https://aclanthology.org/2026.emnlp-demos.14/ 2026-10 149 159 TraceFork: A System for Inspecting GUI-Agent Trajectory Forks Yuzhang Zhong author Stephen Xia author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhong-xia-2026-tracefork https://aclanthology.org/2026.emnlp-demos.15/ 2026-10 160 166 Who Is Asking? Personalized and Tiered Memory for Long-Lived AI Assistants Yueqian Lin author Sathiya Kumaran Mani author Yiran Chen author Sujata Banerjee author Vaishnavi Ranganathan author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 lin-etal-2026-asking https://aclanthology.org/2026.emnlp-demos.16/ 2026-10 167 177 MUSE: A Run-Centric Platform for Multimodal Unified Safety Evaluation of Large Language Models Zhongxi Wang author Yueqian Lin author Jingyang Zhang author Zinuo Cheng author Hai Helen Li author Yiran Chen author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 wang-etal-2026-muse-run https://aclanthology.org/2026.emnlp-demos.17/ 2026-10 178 188 The GRADIEND Python Package: An End-to-End System for Gradient-Based Feature Learning Jonathan Drechsel author Steffen Herbold author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 drechsel-herbold-2026-gradiend https://aclanthology.org/2026.emnlp-demos.18/ 2026-10 189 198 e2a: A Secure Agent-Native Email Gateway with Phishing and Prompt-Injection Defense Josh Zhang author Hongyuan Jia author Xueyan Zhang author Hanzhi Tan author Jingzhuo Hu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhang-etal-2026-e2a https://aclanthology.org/2026.emnlp-demos.19/ 2026-10 199 207 ShieldMCP: An Interactive System for Runtime Security of Model Context Protocol Tool Calls Saurabh Yergattikar author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 yergattikar-2026-shieldmcp https://aclanthology.org/2026.emnlp-demos.20/ 2026-10 208 214 OmegaUse-SOP: SOP Engineering for Professional Computer Use from Human Demonstrations Yixiong Xiao author Lang An author Hucheng Yang author Pinxue Ma author Yongquan Chen author Jingjia Cao author Yusai Zhao author Ting Wang author Ting Liu author Siqi Bao author Jingbo Zhou author Hua Wu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 xiao-etal-2026-omegause https://aclanthology.org/2026.emnlp-demos.21/ 2026-10 215 224 ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Junhao Ruan author Yuan Ge author Bei Li author Yongjing Yin author Yuchun Fan author Xin Chen author Jingang Wang author Chenglong Wang author JingBo Zhu author Tong Xiao author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 ruan-etal-2026-tofu https://aclanthology.org/2026.emnlp-demos.22/ 2026-10 225 234 Explainable Coarse-to-Fine Ancient Manuscript Duplicates Discovery Chongsheng Zhang author Shuwen Wu author Yingqi Chen author Yi Men author Gaojuan Fan author Yubin Jiang author Matthias Aßenmacher author Christian Heumann author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhang-etal-2026-explainable https://aclanthology.org/2026.emnlp-demos.23/ 2026-10 235 241 CoEvoLoop: Closed-Loop RL Training of Customer-Service Agents by Co-Evolving Environment, Reward, and Policy Hui Cai author Jianda Chen author Yuhong Zhou author Wei Ren author Choy Zhen Wen Marcus author Tan Li Hui Faith author Lyuxin Xue author Hao Chen author Jiawei Luo author Xuanwei Hu author Xin Zhang author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 cai-etal-2026-coevoloop https://aclanthology.org/2026.emnlp-demos.24/ 2026-10 242 252 AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Dongsheng Zhu author Shufan Jiang author Wenhui Tian author Zixin Shang author Peiheng Zhou author Tianhao Liang author Mo Li author Qingqiu Li author Shudong Liu author Zonglin Li author Liwei Wu author Zichen Ding author Bowen Yang author Zehao Li author Zhenyu Wu author Jun XU author Zun Wang author Songyang Zhang author Dingbo Yuan author Ma Zerun author Kai Chen author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhu-etal-2026-agentcompass https://aclanthology.org/2026.emnlp-demos.25/ 2026-10 253 263 BNB Agent Studio: An Open Toolchain for Provisioning, Deploying, and Operating Economically Autonomous LLM Agents H Zhao author Guanghui Wang author Xing Zhang author Yanwei Cui author Leroy Lim Hong Quan author NingNing Li author Keyu Deng author Gu Yang author Bowen Ai author Peiyang He author ChengHung Wu author Evan Chen author Jinsong Zhu author Chaoqun Sun author Zhao Beibei author Di Yang author Hongyue Wang author Yuxiang Zhai author Shuo Yang author Yolin author David. Z author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhao-etal-2026-bnb https://aclanthology.org/2026.emnlp-demos.26/ 2026-10 264 274 QQ: A Language Metadata Toolkit for Multilingual NLP Wessel Poelman author Yiyi Chen author Miryam de Lhoneux author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 poelman-etal-2026-qq https://aclanthology.org/2026.emnlp-demos.27/ 2026-10 275 285 GPTKB 2.0: Browsing, Querying, and Auditing a Disambiguated LLM-Derived Knowledge Base Yujia Hu author Tuan-Phong Nguyen author Simon Razniewski author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 hu-etal-2026-gptkb https://aclanthology.org/2026.emnlp-demos.28/ 2026-10 286 292 RefactorPlatform: An Open-Source Harness for Controlled Evaluation of Repository-Scale Refactoring Agents Aziz Ben Amor author Drish Mali author Mann Acharya author Vijayasri Iyer author Sébastien Bratières author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 amor-etal-2026-refactorplatform https://aclanthology.org/2026.emnlp-demos.29/ 2026-10 293 301 Alyas: Evidence-Grounded Synthetic Populations for Simulated Social and Market Research Luigi Petrucco author Samuel Bortolin author Elena Leonelli author Eric Suardi author Elena Zorzi author Daniele Miorandi author Davide Piazza author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 petrucco-etal-2026-alyas https://aclanthology.org/2026.emnlp-demos.30/ 2026-10 302 309 KDFlow: A User-Friendly and Efficient Knowledge Distillation Framework for Large Language Models Songming Zhang author Xue Zhang author Tong Zhang author Bojie Hu author Yufeng Chen author Jinan Xu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhang-etal-2026-kdflow https://aclanthology.org/2026.emnlp-demos.31/ 2026-10 310 319 DIASENTINEL: An Auditable Multi-Agent System for Guideline-Grounded Diabetes Risk Screening Yung Wei Shueh author Zhi-Jie Chen author Chia-Hsuan Hsu author Hsin-Ling Hsu author Donghua Zhang author Chenwei Wu author Jun-En Ding author Tongze Zhang author Shihao Yang author Pengfei Hu author Fang Ming Hung author Feng Liu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 shueh-etal-2026-diasentinel https://aclanthology.org/2026.emnlp-demos.32/ 2026-10 320 329 ZSERVE: An Adaptive Framework for Optimizing Large Language Models Serving in Heterogeneous Infrastructures Taosong Fang author Zhengzhao Ma author Jiawei Chen author Yushen Yang author Kaijie Zhou author Jia Zheng author Xianpei Han author Le Sun author Hongyu Lin author Yaojie Lu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 fang-etal-2026-zserve https://aclanthology.org/2026.emnlp-demos.33/ 2026-10 330 337 RAGAPHENE A RAG Annotation Platform with Human ENhancements and Edits Kshitij P Fadnis author Sara Rosenthal author Maeda Hanafi author Yannis Katsis author Marina Danilevsky author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 fadnis-etal-2026-ragaphene https://aclanthology.org/2026.emnlp-demos.34/ 2026-10 338 348 Predicting Collective Behavior with Large Language Models: The EBI Framework for Response-Side Inference Yen YU Shan author Li-Wun Chang author Lun-Wei Ku author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 shan-etal-2026-predicting https://aclanthology.org/2026.emnlp-demos.35/ 2026-10 349 358 SCOPE: Source Credibility and Outlet Profiling Engine Ilyas Nagiyev author Miras Baisbay author Daniil Orel author Preslav Nakov author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 nagiyev-etal-2026-scope https://aclanthology.org/2026.emnlp-demos.36/ 2026-10 359 368 TraceForge: A Human-Gated System for Auto-Hardening Tool-Using LLM Agents into Immutable Workflow DAGs Santhiya Rajan author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 rajan-2026-traceforge https://aclanthology.org/2026.emnlp-demos.37/ 2026-10 369 379 Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents Hy Dang author Quang Dao author Meng Jiang author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 dang-etal-2026-open https://aclanthology.org/2026.emnlp-demos.38/ 2026-10 380 390 PrivBench: A Holistic and Modular Benchmarking Platform for Evaluating Text-to-Text Privatization Stephen Meisenbacher author Andreea-Elena Bodea author Ahmet Bilal Akin author Alexandra Klymenko author Jana Diesner author Florian Matthes author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 meisenbacher-etal-2026-privbench https://aclanthology.org/2026.emnlp-demos.39/ 2026-10 391 413 WikiSTAR: A System for Shedding Light on the Hidden History of Scientific Wikipedia Articles Omer Ehrlich author Nitzan Barzilay author Rona Aviram author Tom Hope author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 ehrlich-etal-2026-wikistar https://aclanthology.org/2026.emnlp-demos.40/ 2026-10 414 423 MemTools: A Unified Research Framework for Interoperable Agent Memory Chengfeng Zhao author Jinhui Chen author Sirui Liang author Shizhu He author Yequan Wang author Jun Zhao author Kang Liu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhao-etal-2026-memtools https://aclanthology.org/2026.emnlp-demos.41/ 2026-10 424 434 string2string Studio: An Interactive, In-Browser Platform for String-to-String Algorithms Mirac Suzgun author James Zou author Stuart Shieber author Dan Jurafsky author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 suzgun-etal-2026-string2string https://aclanthology.org/2026.emnlp-demos.42/ 2026-10 435 444 Murano: Design, Run, and Reproduce Mechanistic Interpretability Experiments as Composable Pipelines Alireza Bayat Makou author Emirhan Böge author Phu Gia Hoang author Federico Tiblias author Jingcheng Niu author Subhabrata Dutta author Richard Eckart de Castilho author Iryna Gurevych author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 bayat-makou-etal-2026-murano https://aclanthology.org/2026.emnlp-demos.43/ 2026-10 445 455 Anamnesis: An Open-Source Platform for Large-Scale Backstory-Conditioned Survey Simulation Song-Ze Yu author Joseph Suh author Serina Chang author David M Chan author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 yu-etal-2026-anamnesis https://aclanthology.org/2026.emnlp-demos.44/ 2026-10 456 465 CALIBER: Calibrated Assessment via LLM for Interview Behavioral Evaluation and Rating Katherine Kappaz author Raymond Alavo author Sofia Calderon author Ahmed Abbasi author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 kappaz-etal-2026-caliber https://aclanthology.org/2026.emnlp-demos.45/ 2026-10 466 475 CAT: A CounterArgument Tutoring System based on Logical Structure Analysis Wenzhi Wang author Thiemo Wambsganss author Chenyang Wang author Paul Reisert author Léane Wettstein author Katja Pott author Kenshi Yamaguchi author Machi Shimmei author Roman Rietsche author Surawat Pothong author Naoya Inoue author Kentaro Inui author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 wang-etal-2026-cat https://aclanthology.org/2026.emnlp-demos.46/ 2026-10 476 487 Trust the Context, Not the Weights: Faithful Multi-Hop QA via Synthetic Mid-Training Maksim Savkin author Mikhail Goncharov author Alexander Gambashidze author Alla Chepurova author Dmitrii Tarasov author Timur Ionov author Nikita Andriianov author Daria Pugacheva author Ivan Oseledets author Vasily Konovalov author Andrey V Galichin author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 savkin-etal-2026-trust https://aclanthology.org/2026.emnlp-demos.47/ 2026-10 488 497 SAFER: Speech-First Auditable Follow-Up with Evidence-Gated Routing Boyu Zhang author Juntao Su author Zihua Wang author Chunhua Hu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhang-etal-2026-safer https://aclanthology.org/2026.emnlp-demos.48/ 2026-10 498 505 EviDAG: Auditable Causal DAG Authoring with Biomedical Literature Yi-han Sheu author Michael R Steigman author Yu Zhou author Bo Wang author Fan-Yu Yen author Jordan W Smoller author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 sheu-etal-2026-evidag https://aclanthology.org/2026.emnlp-demos.49/ 2026-10 506 515 CAFE: A Compound-AI Factorial Evaluation Framework Fabian Lukassen author Christoph Weisser author Thomas Kneib author Alexander Silbersdorff author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 lukassen-etal-2026-cafe https://aclanthology.org/2026.emnlp-demos.50/ 2026-10 516 527 RailVaani: An Optimized Bilingual ASR Pipeline for Entity-Rich Railway Announcements Anand Kumar Rai author Swar Desai author Shshank Mittal author Animesh Mukherjee author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 rai-etal-2026-railvaani https://aclanthology.org/2026.emnlp-demos.51/ 2026-10 528 536 AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents Kunlun Zhu author Xuyan Ye author Zhiguang Han author Yuchen Zhao author Bingxuan Li author Weijia Zhang author Muxin Tian author Xiangru Tang author Pan Lu author James Zou author Jiaxuan You author Heng Ji author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhu-etal-2026-agentdebugx https://aclanthology.org/2026.emnlp-demos.52/ 2026-10 537 546 CoDA: A Human-LM Collaborative Codebook Development Assistant for Domain-Specific Text Annotation Jaspreet Ranjit author Swaminathan Chellappa author Augusto Rivas Costante author Chandan Manjunath author Laura Onasch-Vera author Hailey Winetrobe Nadel author Eric Rice author Swabha Swayamdipta author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 ranjit-etal-2026-coda https://aclanthology.org/2026.emnlp-demos.53/ 2026-10 547 557 ShareChatInsights: An Automated Pipeline for Analyzing Large-Scale Human–LLM Conversations Yueru Yan author Yilin Gong author Siqi Wu author Thai Le author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 yan-etal-2026-sharechatinsights https://aclanthology.org/2026.emnlp-demos.54/ 2026-10 558 569 Karma: A Composable Framework for Evaluating LLM Agents on Stateful Kubernetes Operations Junhan Ouyang author Shaw Liu author Jinlang Wang author Jiawei Zhou author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 ouyang-etal-2026-karma https://aclanthology.org/2026.emnlp-demos.55/ 2026-10 570 581 Bergson: An Open Source Library for Data Attribution Lucia Quirke author Louis Jaburi author David O Johnston author William Z Li author Gonçalo Paulo author Guillaume Martres author Girish Gupta author Nora Belrose author Stella Biderman author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 quirke-etal-2026-bergson https://aclanthology.org/2026.emnlp-demos.56/ 2026-10 582 592 TreeThink: A Modular Tree Search Library for Mathematical Reasoning with LLMs Burak Sina Akbudak author Zeynel Abidin Uluşan author Salih Can Erer author Gözde Gül Şahin author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 akbudak-etal-2026-treethink https://aclanthology.org/2026.emnlp-demos.57/ 2026-10 593 603 hoBIT: A Profile-Aware Retrieval-Augmented Chatbot for University Academic Advising Kim Yoonseo author Seongmin Lee author Joongheon Kim author SeongKu Kang author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 yoonseo-etal-2026-hobit https://aclanthology.org/2026.emnlp-demos.58/ 2026-10 604 613 TechMatch: Matching Enterprise Technology Demands to Academic Resources with Graph-Augmented Retrieval Rui Chai author Shiyun Huang author Yubing Su author Yuhan Zhen author Yi Sun author Maozhe Zhao author Shengzhong Liu author Rui Shen author Ruijie Wang author Jianxin Li author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 chai-etal-2026-techmatch https://aclanthology.org/2026.emnlp-demos.59/ 2026-10 614 624 SentinelEdge: A Lightweight, Streaming, Auditable Scam-Call Detection System for the Edge Mayank Vyas author Shiven Agarwal author Prisha Nag author Ishita Rajesh Sharma author Abhijit Chakraborty author Vivek Gupta author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 vyas-etal-2026-sentineledge https://aclanthology.org/2026.emnlp-demos.60/ 2026-10 625 638 Neurobiber: Fast and Interpretable Linguistic Feature Extraction Kenan Alkiek author Anna Wegmann author Jian Zhu author David Jurgens author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 alkiek-etal-2026-neurobiber https://aclanthology.org/2026.emnlp-demos.61/ 2026-10 639 650 CorpusLens: LLMs as Data Analysis Facilitators in the Social, Humanistic, and Language Sciences Blake Vente author Nicholas Deas author Desmond U Patton author Shana Kleiner author Jessica A Grieser author Kathleen McKeown author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 vente-etal-2026-corpuslens https://aclanthology.org/2026.emnlp-demos.62/ 2026-10 651 663 MUDIPA: A Human-in-the-Loop AI-Assisted Platform for Discourse Graph Annotation in Multi-party Dialogues Laura De Santis author Gaetano Cimino author Nils Feldhus author Giuseppe Carenini author Vincenzo Deufemia author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 de-santis-etal-2026-mudipa https://aclanthology.org/2026.emnlp-demos.63/ 2026-10 664 673 AgentCheck: A Reproduce–Intervene–Mitigate Workbench for LLM Agents over MCP Aritra Mazumder author Nusrat Jahan Lia author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 mazumder-lia-2026-agentcheck https://aclanthology.org/2026.emnlp-demos.64/ 2026-10 674 684 GIMFlow: An LLM-Guided Dialogue-to-Music System for GIM-Inspired Well-Being Experiences Ruijia Huang author Yao Yao author Hai Zhao author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 huang-etal-2026-gimflow https://aclanthology.org/2026.emnlp-demos.65/ 2026-10 685 695 Schematize: An Agentic System for Generating and Refining Information-Extraction Schemas for Legal Research Albert Sawczyn author Jakub Binkowski author Kamil Tagowski author Lukasz Augustyniak author Berenika Kaczmarek-Templin author Tomasz Jan Kajdanowicz author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 sawczyn-etal-2026-schematize https://aclanthology.org/2026.emnlp-demos.66/ 2026-10 696 705 NotAI.AI: An Interactive Explainable System for AI-Generated Text Detection Oleksandr Marchenko Breneur author Adelaide Danilov author Aria Nourbakhsh author Salima Lamsiyah author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 breneur-etal-2026-notai https://aclanthology.org/2026.emnlp-demos.67/ 2026-10 706 716 Embedding Orrery: Visual Exploration of Embedding Spaces and Sparse Autoencoder Features Giacomo De Luca author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 de-luca-2026-embedding https://aclanthology.org/2026.emnlp-demos.68/ 2026-10 717 727 AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis Bing Yan author Gregory Wolfe author Stefano Martiniani author Kyunghyun Cho author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 yan-etal-2026-askchem https://aclanthology.org/2026.emnlp-demos.69/ 2026-10 728 737 A Composable Evaluation System for Reproducible Omni-Modal Foundation Model Evaluation Hodong Lee author Sanghee Park author Dohoon Ryu author Jungwhan Kim author Junyeob Kim author Soyoon Kim author Geewook Kim author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 lee-etal-2026-composable https://aclanthology.org/2026.emnlp-demos.70/ 2026-10 738 749 GOD: Govern, Observe, and Direct — A Real-Time Control Room for Agent Societies Yige Luo author Ran Guan author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 luo-guan-2026-god https://aclanthology.org/2026.emnlp-demos.71/ 2026-10 750 758 EviStreams: Human-in-the-Loop AI Data Extraction for Systematic Reviews in Medicine Sai Karthik Kosuri author Ankita Shashikant Bhosale author Michael Glick author Alonso Carrasco-Labra author Chris Callison-Burch author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 kosuri-etal-2026-evistreams https://aclanthology.org/2026.emnlp-demos.72/ 2026-10 759 770 SAFETUNE : A Unified, Faithful Library for Auditing and Repairing Safety Drift in Fine-Tuned LLMs Pratinav Seth author Saisab Sadhu author Anshul Kaushal author Vinay Kumar Sankarapu author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 seth-etal-2026-safetune https://aclanthology.org/2026.emnlp-demos.73/ 2026-10 771 785 ABRA: Agent-Bound UI for Human-Agent Communication beyond Chat with Reusable Views Seon Gyeom Kim author Hannah Kim author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 kim-kim-2026-abra https://aclanthology.org/2026.emnlp-demos.74/ 2026-10 786 795 ImmersiveCFL: Multi-Agent Learning Path Generation for Scenario-Oriented Chinese Language Learning Shanghui Yang author Zhixuan Wu author Yanan Zeng author Feixiang He author Chunyang Wang author Weining Qian author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 yang-etal-2026-immersivecfl https://aclanthology.org/2026.emnlp-demos.75/ 2026-10 796 805 PatientHub: A Unified Framework for Patient Simulation Sahand Sabour author NG Tsz Yam author Minlie Huang author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 sabour-etal-2026-patienthub https://aclanthology.org/2026.emnlp-demos.76/ 2026-10 806 817 WonderEcon: An Interactive LLM-Agent System for Simulating Economies Jing Qian author Boyu Liu author Wenyuan Gu author Hang Ruan author Cheng Huo author Junjie Yang author Mingyu Deng author Jiale Han author Benyou Wang author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 qian-etal-2026-wonderecon https://aclanthology.org/2026.emnlp-demos.77/ 2026-10 818 829 Compile by Training: Turning Natural-Language Specifications into Local Neural Functions Yuntian Deng author Pengyu Nie author Stuart Shieber author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 deng-etal-2026-compile https://aclanthology.org/2026.emnlp-demos.78/ 2026-10 830 839 PalmClaw: A Native On-Device Agent Framework for Mobile Phones Hongru Cai author Yongqi Li author Ran Wei author Wenjie Li author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 cai-etal-2026-palmclaw https://aclanthology.org/2026.emnlp-demos.79/ 2026-10 840 849 CLT-Forge: A Scalable Library for Cross-Layer Transcoders and Attribution Graphs Florent Draye author Vedant Palit author Abir Harrasse author Tung-Yu Wu author Jiarui Liu author Punya Syon Pandey author Roderick Wu author Chih-Hao Hsu author Terry Jingchen Zhang author Zhijing Jin author Bernhard Schölkopf author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 draye-etal-2026-clt https://aclanthology.org/2026.emnlp-demos.80/ 2026-10 850 858 VISTA: A Controllable Platform for Generating and Auditing Egocentric Assistance Scenarios Yu-Hsiang Liu author Yu-Chien Tang author An-Zi Yen author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 liu-etal-2026-vista https://aclanthology.org/2026.emnlp-demos.81/ 2026-10 859 867 Dr. Claw: An AI Scientist Workspace for Vibe Research Dingjie Song author Hanrong Zhang author Dawei Liu author Yixin Liu author Zongxia Li author Zhengqing Yuan author Siqi Zhang author Henry Peng Zou author Zhiling Yan author Yuxuan Zhang author Yanfang Ye author Philip S Yu author Lichao Sun author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 song-etal-2026-dr https://aclanthology.org/2026.emnlp-demos.82/ 2026-10 868 879 RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM Mikhail Komarov author Ivan Bondarenko author Stanislav Shtuka author Oleg Sedukhin author Roman Shuvalov author Yana Dementyeva author Matvey Solovyov author Nikolay Nikitin author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 komarov-etal-2026-ragu https://aclanthology.org/2026.emnlp-demos.83/ 2026-10 880 891 AgentGUI: An Interface for Observing and Steering Long-Running AI Agents Xuan Zhao author Jiwoong Sohn author Qinyue Zheng author Michael Moor author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhao-etal-2026-agentgui https://aclanthology.org/2026.emnlp-demos.84/ 2026-10 892 900 SentryLine: Evidence-Grounded Question Answering over Evolving Documents in Oncology Care Tampu Ravi Kumar author Gaurav Najpande author Muhammad Ali Khan author Kaneez Zahra Rubab Khakwani author Karan Kathuria author Shorya Azriel Moses author Yuvraj Kalia author M Bassam Sonbol author Irbaz Bin Riaz author Vivek Gupta author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 kumar-etal-2026-sentryline https://aclanthology.org/2026.emnlp-demos.85/ 2026-10 901 911 MineTRACE: An Evidence-Grounded Interactive Reasoning System for Mineral Prospectivity Yiran Zhang author Jinwen Liu author Daniel Yitian Su author Yisu Chen author Qiang Sun author Christopher M Gonzalez author Eun-Jung Holden author Marco L Fiorentini author Wei Liu author Yihao Ding author 2026-10 text Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations Sweta Agrawal editor Alberto Abad editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-461-3 zhang-etal-2026-minetrace https://aclanthology.org/2026.emnlp-demos.86/ 2026-10 912 921