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ORCIDEMNLP 2025: Suzhou, China - System Demonstrations
- Ivan Habernal, Peter Schulam, Jörg Tiedemann:
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - System Demonstrations, Suzhou, China, November 4-9, 2025. Association for Computational Linguistics 2025 - Frontmatter.
- Martín Santillán Cooper, Zahra Ashktorab, Hyo Jin Do, Erik Miehling, Werner Geyer, Jasmina Gajcin, Elizabeth M. Daly, Qian Pan, Michael Desmond:
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist. 1-11 - Anthony Hevia, Sanjana Shivani Chintalapati, Veronica Ka Wai Lai
, Thanh Tam Nguyen, Wai-Tat Wong, Terry Klassen, Lucy Lu Wang:
ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment. 12-25 - Yingqiang Gao, Fabian Winiger, Patrick Montjourides, Anastassia Shaitarova, Nianlong Gu, Simon Peng-Keller, Gerold Schneider:
SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive. 26-41 - Mohamed Elgaar, Hadi Amiri:
LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control. 42-51 - Callie C. Liao, Duoduo Liao, Sai Surya Gadiraju:
AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis. 52-72 - Wafa Aissa, Raquel Amaro, David Antunes, Thibault Bañeras-Roux, Jorge Baptista, Alejandro Catalá, Luís Correia, Thomas François, Marcos Garcia, Mario Izquierdo-Álvarez, Nuno J. Mamede, Vasco Martins, Miguel Neves, Eugénio Ribeiro, Sandra Rodríguez Rey, Elodie Vanzeveren:
The iRead4Skills Intelligent Complexity Analyzer. 73-84 - Hannah Kim, Kushan Mitra, Chen Shen, Dan Zhang, Estevam Hruschka:
AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems. 85-96 - Ruurd Jan Anthonius Kuiper, Lars de Groot, Bram van Es, Maarten van Smeden, Ayoub Bagheri:
LAD: LoRA-Adapted Diffusion. 97-110 - Imene Kolli, Saeid Ario Vaghefi, Chiara Colesanti Senni, Shantam Raj, Markus Leippold:
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach. 111-129 - Urchade Zaratiana, Gil Pasternak, Oliver Boyd, George Hurn-Maloney, Ash Lewis:
GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction. 130-140 - Raúl Ortega, José Manuél Gómez-Pérez:
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis. 141-154 - Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun:
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. 155-180 - Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mühling, Jörg Schlötterer, Christin Seifert:
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support. 181-195 - Saizhuo Wang, Hang Yuan, Leon Zhou, Lionel M. Ni, Heung-Yeung Shum, Jian Guo:
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment. 196-206 - Tianyue Ou, Wanyao Guo, Apurva Gandhi, Graham Neubig, Xiang Yue:
AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories. 207-215 - Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi:
Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization. 216-227 - Yichen Lu, Wei Dai, Jiaen Liu, Ching Wing Kwok, Zongheng Wu, Xudong Xiao, Ao Sun, Sheng Fu, Jianyuan Zhan, Yian Wang, Takatomo Saito, Sicheng Lai:
ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning. 228-243 - Giacomo De Luca, Danilo Croce, Roberto Basili:
Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts. 244-253 - Eliya Habba, Noam Dahan, Gili Lior, Gabriel Stanovsky:
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation. 254-263 - Leanne Tan, Gabriel Chua, Ziyu Ge, Roy Ka-Wei Lee:
LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators. 264-285 - Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He:
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery. 286-294 - Richard Diehl Martinez, David Demitri Africa, Yuval Weiss, Suchir Salhan, Ryan K. Daniels, Paula Buttery:
Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research. 295-306 - Rob van der Goot, Esther Ploeger, Verena Blaschke, Tanja Samardzic:
DistaLs: a Comprehensive Collection of Language Distance Measures. 307-318 - Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer, Anurag Gupta, Jan Czerminski, Sophie Chheang, Arman Cohan:
MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education. 319-353 - Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Zhijing Jin, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Mennatallah El-Assady, Elliott Ash:
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification. 354-364 - Wei Du, Nuowei Liu, Jie Wang, Jiahao Kuang, Tao Ji, Xiaoling Wang, Yuanbin Wu:
DVAGen: Dynamic Vocabulary Augmented Generation. 365-372 - Zhiwei Liu, Jielin Qiu, Shiyu Wang, Jianguo Zhang, Zuxin Liu, Roshan Ram, Haolin Chen, Weiran Yao, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong:
MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models. 373-402 - Zihang Wang, Yilun Zhao, Kaiyan Zhang, Chen Zhao, Manasi Patwardhan, Arman Cohan:
SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers. 403-417 - Jonas Becker, Lars Benedikt Kaesberg, Niklas Bauer, Jan Philip Wahle, Terry Ruas, Bela Gipp:
MALLM: Multi-Agent Large Language Models Framework. 418-439 - Pavel Adamenko, Mikhail Ivanov, Aidar Valeev, Rodion Levichev, Pavel Zadorozhny, Ivan Lopatin, Dmitrii Babaev, Alena Fenogenova, Valentin Malykh:
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks. 440-452 - Tianyang Xu, Hongqiu Wu, Weiqi Wu, Hai Zhao:
Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama. 453-460 - Alan Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady:
CafGa: Customizing Feature Attributions to Explain Language Models. 461-470 - Himanshu Beniwal, Reddybathuni Venkat, Rohit Kumar, Birudugadda Srivibhav, Daksh Jain, Pavan Doddi, Eshwar Dhande, Adithya Ananth, Kuldeep, Mayank Singh:
UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages. 471-479 - Xi Xu, Sumin Jo, Adam Officer, Angela Chen, Yufei Huang, Lei Li:
BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform. 480-486 - Krithika Ramesh, Daniel Smolyak, Zihao Zhao, Nupoor Gandhi, Ritu Agarwal, Margrét V. Bjarnadóttir, Anjalie Field:
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains. 487-499 - Tianyu Yang, Yuhan Liu, Sobin Alosious, Ethan A. Brown, Jason R. Rohr, Tengfei Luo, Xiangliang Zhang:
Quest2DataAgent: Automating End-to-End Scientific Data Collection. 500-514 - Hyun-Sik Won, Dongjin Jeong, Hyunkyu Choi, Jinwon Kim:
End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models. 515-521 - Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang, Xinle Deng, Yunzhi Yao, Guozhou Zheng, Huajun Chen, Ningyu Zhang:
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. 522-535 - Jiazheng Li, Artem Bobrov, Runcong Zhao, Cesare Aloisi, Yulan He:
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment. 536-545 - Justin Xu, Xi Zhang, Javid Abderezaei, Julie Bauml, Roger Boodoo, Fatemeh Haghighi, Ali Ganjizadeh, Eric Brattain, Dave Van Veen, Zaiqiao Meng, David W. Eyre, Jean-Benoit Delbrouck:
RadEval: A framework for radiology text evaluation. 546-557 - Haofei Yu, Keyang Xuan, Fenghai Li, Kunlun Zhu, Zijie Lei, Jiaxun Zhang, Ziheng Qi, Kyle Richardson, Jiaxuan You:
TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents. 558-590 - Shun Wu, Di Wu, Wangtao Sun, Ziyang Huang, Xiaowei Yuan, Kun Luo, Xueyou Zhang, Shizhu He, Jun Zhao, Kang Liu:
KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model. 591-601 - Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Xu Huang, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Raúl Vázquez, Mengjie Wang, Samea Yusofi, Fei Yuan, Jörg Tiedemann:
GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models. 602-614 - Lan Zhang, Marco Valentino, André Freitas:
MASA: LLM-Driven Multi-Agent Systems for Autoformalization. 615-624 - Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He:
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop. 625-633 - Lubos Kris, Jaroslav Kopcan, Qiwei Peng, Andrej Ridzik, Marcel Veselý, Martin Tamajka:
o-MEGA: Optimized Methods for Explanation Generation and Analysis. 634-642 - Yingxu Wang, Siwei Liu, Jinyuan Fang, Zaiqiao Meng:
EvoAgentX: An Automated Framework for Evolving Agentic Workflows. 643-655 - Jian Hu, Xibin Wu, Wei Shen, Jason Klein Liu, Weixun Wang, Songlin Jiang, Haoran Wang, Hao Chen, Bin Chen, Wenkai Fang, Xianyu, Yu Cao, Haotian Xu, Yiming Liu:
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework. 656-666 - Michael Galarnyk, Rutwik Routu, Vidhyakshaya Kannan, Kosha Bheda, Prasun Banerjee, Agam Shah, Sudheer Chava:
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses. 667-677 - Mohammad Aflah Khan, Ameya Godbole, Johnny Tian-Zheng Wei, Ryan Yixiang Wang, James Flemings, Krishna P. Gummadi, Willie Neiswanger, Robin Jia:
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability. 678-687 - Yu Chao, Siyu Lin, Xiaorong Wang, Zhu Zhang, Zihan Zhou, Haoyu Wang, Shuo Wang, Jie Zhou, Zhiyuan Liu, Maosong Sun:
LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System. 688-695 - Md. Mahmudul Hasan, Ahmed Nesar Tahsin Choudhury, Mahmudul Hasan, Md. Mosaddek Khan:
GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer. 696-706 - Ilya Alekseev, Roman Solomatin, Darina Rustamova, Denis Kuznetsov:
AutoIntent: AutoML for Text Classification. 707-716 - Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang, Alperen Özis, Hayrettin Eren Yildiz, Mitash Ashish Shah, Zhiqi Huang, Anoop Kumar, Alfy Samuel, Daben Liu, Sai Praneeth Karimireddy, Salman Avestimehr:
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs. 717-728 - Sam Johnson, Viet Pham, Thai Le:
The Dangers of Indirect Prompt Injection Attacks on LLM-based Autonomous Web Navigation Agents: A Demonstration. 729-738 - Calvin Hoy, Samuel Frontull, Georg Moser:
LaTeXMT: Machine Translation for LaTeX Documents. 739-748 - Danilo S. Carvalho, Yingji Zhang, Harriet Unsworth, André Freitas:
LangVAE and LangSpace: Building and Probing for Language Model VAEs. 749-759 - Jingwei Shi, Zeyu Zhang, Biao Wu, Yanjie Liang, Meng Fang, Ling Chen, Yang Zhao:
PresentAgent: Multimodal Agent for Presentation Video Generation. 760-773 - Dawei Xiang, Wenyan Xu, Kexin Chu, Tianqi Ding, Zixu Shen, Yiming Zeng, Jianchang Su, Wei Zhang:
PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization. 774-786 - Chengyu Wang, Junbing Yan, Wenrui Cai, Yuanhao Yue, Jun Huang:
EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models. 787-795 - Sofiane Elguendouze, Lucas Anastasiou, Erwan Hain, Elena Cabrio, Anna De Liddo, Serena Villata:
AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy. 796-805 - Nura Aljaafari, Danilo S. Carvalho, André Freitas:
TRACE: Training and Inference-Time Interpretability Analysis for Language Models. 806-820 - Debanjana Kar, Leopold Böss, Dacia Braca, Sebastian Maximilian Dennerlein, Nina Christine Hubig, Philipp Wintersberger, Yufang Hou:
MathBuddy: A Multimodal System for Affective Math Tutoring. 821-838 - Yulong Chen, Michael Sejr Schlichtkrull, Zhenyun Deng, David P. A. Corney, Nasim Asl, Joshua Salisbury, Andrew Dudfield, Andreas Vlachos:
PledgeTracker: A System for Monitoring the Fulfilment of Pledges. 839-850 - Wentao Zhang, Yang Young Lu, Yuntian Deng:
Interactive Training: Feedback-Driven Neural Network Optimization. 851-861 - Hajime Hotta, Huu-Loi Le, Manh-Cuong Phan, Minh-Tien Nguyen:
Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching. 862-872 - Kai He, Qika Lin, Hao Fei, Eng Siong Chng, Dehan Hong, Marcus Eng Hock Ong, Mengling Feng:
InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care. 873-885 - Hala Sheta, Eric Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong, Ryker Lin, Ruoxi Ning, Daniel Wei, Jialin Yang, Jiawei Zhou, Ziqiao Ma, Freda Shi:
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens. 886-895 - Linyi Yang, Yixuan Weng:
ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents. 896-905 - Chen Wang, Tianyu Peng, Wen Yang, Yinan Bai, Guangfu Wang, Jun Lin, Lanpeng Jia, Lingxiang Wu, Jinqiao Wang, Chengqing Zong, Jiajun Zhang:
OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model. 906-917 - Rongxin Ouyang, Chang Chu, Zhikuang Xin, Xiangyao Ma:
PDFMathTranslate: Scientific Document Translation Preserving Layouts. 918-924 - Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang:
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System. 925-942 - Jamil Zaghir, Jean-Philippe Goldman, Nikola Bjelogrlic, Mina Bjelogrlic, Christian Lovis:
Bratly: A Python Extension for BRAT Functionalities. 943-949 - Kinda Altarbouch, Khalid N. Elmadani, Ossama Obeid, Hanada Taha-Thomure, Nizar Habash:
BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment. 950-959 - Ziyang Miao, Qiyu Sun, Jingyuan Wang, Yuchen Gong, Yaowei Zheng, Shiqi Li, Richong Zhang:
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents. 960-968 - Zhiwei Liu, Weiran Yao, Zuxin Liu, Juntao Tan, Jianguo Zhang, Frank Wang, Sukhandeep Nahal, Huan Wang, Shelby Heinecke, Silvio Savarese, Caiming Xiong:
SlackAgents: Scalable Collaboration of AI Agents in Workspaces. 969-982 - Nina Smirnova, Muhammad Ahsan Shahid, Philipp Mayr:
Open Political Corpora: Structuring, Searching, and Analyzing Political Text Collections with PoliCorp. 983-992
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