Skip to content
conftrace_

EMNLP 2025

4,182 papers

Bratly: A Python Extension for BRAT Functionalities

Jamil Zaghir, Jean-Philippe Goldman, Nikola Bjelogrlic, Mina Bjelogrlic, Christian Lovis

CrowdAgent: Multi-Agent Managed Multi-Source Annotation System

Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenchenkai, Zhen Zhu

PDFMathTranslate: Scientific Document Translation Preserving Layouts

Rongxin Ouyang, Chang Chu, Zhikuang Xin, Xiangyao Ma

OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model

Chen Wang, Tianyu Peng, Wen Yang, YiNan Bai, Guangfu Wang

ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents

Linyi Yang, Yixuan Weng

From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens

Hala Sheta, Eric Haoran Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong

InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care

Kai He, Qika Lin, Hao Fei, Eng Siong Chng, Dehan Hong

Metamo: Empowering Large Language Models with Psychological Distortion Detection for Cognition-aware Coaching

Hajime Hotta, Huu-Loi Le, Manh-Cuong Phan, Minh-Tien Nguyen

Interactive Training: Feedback-Driven Neural Network Optimization

Wentao Zhang, Yang Young Lu, Yuntian Deng

PledgeTracker: A System for Monitoring the Fulfilment of Pledges

Yulong Chen, Michael Sejr Schlichtkrull, Zhenyun Deng, David Corney, Nasim Asl

MathBuddy: A Multimodal System for Affective Math Tutoring

Debanjana Kar, Leopold Böss, Dacia Braca, Sebastian Maximilian Dennerlein, Nina Christine Hubig

TRACE: Training and Inference-Time Interpretability Analysis for Language Models

Nura Aljaafari, Danilo Carvalho, Andre Freitas

AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy

Sofiane Elguendouze, Lucas Anastasiou, Erwan Hain, Elena Cabrio, Anna De Liddo

EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models

Chengyu Wang, Junbing Yan, Wenrui Cai, Yuanhao Yue, Jun Huang

PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization

Dawei Xiang, Wenyan Xu, Kexin Chu, Tianqi Ding, Zixu Shen

PresentAgent: Multimodal Agent for Presentation Video Generation

Jingwei Shi, Zeyu Zhang, Biao Wu, Yanjie Liang, Meng Fang

LangVAE and LangSpace: Building and Probing for Language Model VAEs

Danilo Carvalho, Yingji Zhang, Harriet Unsworth, Andre Freitas

LaTeXMT: Machine Translation for LaTeX Documents

Calvin Hoy, Samuel Frontull, Georg Moser

The Dangers of Indirect Prompt Injection Attacks on LLM-based Autonomous Web Navigation Agents: A Demonstration

Sam Johnson, Viet Pham, Thai Le

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs

Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang, Alperen Öziş, Hayrettin Eren Yildiz

AutoIntent: AutoML for Text Classification

Ilya Alekseev, Roman Solomatin, Darina Rustamova, Denis Kuznetsov

GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer

Md. Mahmudul Hasan, Ahmed Nesar Tahsin Choudhury, Mahmudul Hasan, Md Mosaddek Khan

LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System

Yu Chao, Siyu Lin, Xiaorong Wang, Zhu Zhang, Zihan Zhou

TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability

Mohammad Aflah Khan, Ameya Godbole, Johnny Wei, Ryan Yixiang Wang, James Flemings

ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses

Michael Galarnyk, Rutwik Routu, Vidhyakshaya Kannan, Kosha Bheda, Prasun Banerjee

OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework

Jian Hu, Xibin Wu, Wei Shen, Jason Klein Liu, Weixun Wang

EvoAgentX: An Automated Framework for Evolving Agentic Workflows

Yingxu Wang, Siwei Liu, Jinyuan Fang, Zaiqiao Meng

o-MEGA: Optimized Methods for Explanation Generation and Analysis

Ľuboš Kriš, Jaroslav Kopčan, Qiwei Peng, Andrej Ridzik, Marcel Veselý

LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop

Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He

MASA: LLM-Driven Multi-Agent Systems for Autoformalization

Lan Zhang, Marco Valentino, Andre Freitas

GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models

Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert

KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model

Shun Wu, Di Wu, Wangtao Sun, Ziyang Huang, Xiaowei Yuan

TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents

Haofei Yu, Keyang Xuan, Fenghai Li, Kunlun Zhu, Zijie Lei

RadEval: A framework for radiology text evaluation

Justin Xu, Xi Zhang, Javid Abderezaei, Julie Bauml, Roger Boodoo

AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment

Jiazheng Li, Artem Bobrov, Runcong Zhao, Cesare Aloisi, Yulan He

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models

Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang

End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models

Hyun-Sik Won, DongJin Jeong, Hyunkyu Choi, Jinwon Kim

Quest2DataAgent: Automating End-to-End Scientific Data Collection

Tianyu Yang, Yuhan Liu, Sobin Alosious, Ethan A. Brown, Jason R. Rohr

SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains

Krithika Ramesh, Daniel Smolyak, Zihao Zhao, Nupoor Gandhi, Ritu Agarwal

BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform

Xi Xu, Sumin Jo, Adam Officer, Angela Chen, Yufei Huang

UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages

Himanshu Beniwal, Reddybathuni Venkat, Rohit Kumar, Birudugadda Srivibhav, Daksh Jain

CafGa: Customizing Feature Attributions to Explain Language Models

Alan David Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady

Open-Theatre: An Open-Source Toolkit for LLM-based Interactive Drama

Tianyang Xu, Hongqiu Wu, Weiqi Wu, Hai Zhao

SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks

Adamenko Pavel, Ivanov Mikhail, Aidar Valeev, Rodion Levichev, Pavel Zadorozhny

MALLM: Multi-Agent Large Language Models Framework

Jonas Becker, Lars Benedikt Kaesberg, Niklas Bauer, Jan Philip Wahle, Terry Ruas

SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers

Zihang Wang, Yilun Zhao, Kaiyan Zhang, Chen Zhao, Manasi Patwardhan

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models

Zhiwei Liu, Jielin Qiu, Shiyu Wang, Jianguo Zhang, ZUXIN LIU

DVAGen: Dynamic Vocabulary Augmented Generation

Wei Du, Nuowei Liu, Jie Wang, Jiahao Kuang, Tao Ji

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification

Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein

MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education

Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer, Anurag Gupta, Jan T Czerminski

DistaLs: a Comprehensive Collection of Language Distance Measures

Rob van der Goot, Esther Ploeger, Verena Blaschke, Tanja Samardžić

Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research

Richard Diehl Martinez, David Demitri Africa, Yuval Weiss, Suchir Salhan, Ryan Daniels

GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery

Italo Luis Da Silva, Hanqi Yan, Lin Gui, Yulan He

LionGuard 2: Building Lightweight, Data-Efficient & Localised Multilingual Content Moderators

Leanne Tan, Gabriel Chua, Ziyu Ge, Roy Ka-Wei Lee

PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation

Eliya Habba, Noam Dahan, Gili Lior, Gabriel Stanovsky

Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts

Giacomo De Luca, Danilo Croce, Roberto Basili

ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning

Yichen Lu, Wei Dai, Jiaen Liu, Ching Wing Kwok, Zongheng Wu

Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization

Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi

AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories

Tianyue Ou, Wanyao Guo, Apurva Gandhi, Graham Neubig, Xiang Yue

Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment

Saizhuo Wang, Hang Yuan, Leon Zhou, Lionel Ni, Heung-yeung Shum

Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support

Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mühling, Jörg Schlötterer

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning

Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang

SciClaims: An End-to-End Generative System for Biomedical Claim Analysis

Raúl Ortega, José Manuel Gómez-Pérez

GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction

Urchade Zaratiana, Gil Pasternak, Oliver Boyd, George Hurn-Maloney, Ash Lewis

Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach

Imene Kolli, Saeid Vaghefi, Chiara Colesanti Senni, Shantam Raj, Markus Leippold

LAD: LoRA-Adapted Diffusion

Ruurd Jan Anthonius Kuiper, Lars de Groot, Bram van Es, Maarten van Smeden, Ayoub Bagheri

AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems

Hannah Kim, Kushan Mitra, Chen Shen, Dan Zhang, Estevam Hruschka

The iRead4Skills Intelligent Complexity Analyzer

Wafa Aissa, Raquel Amaro, David Antunes, Thibault Bañeras-Roux, Jorge Baptista

AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis

Callie C. Liao, Duoduo Liao, Sai Surya Gadiraju

LingConv: An Interactive Toolkit for Controlled Paraphrase Generation with Linguistic Attribute Control

Mohamed Elgaar, Hadi Amiri

SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive

Yingqiang Gao, Fabian Winiger, Patrick Montjourides, Anastassia Shaitarova, Nianlong Gu

ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment

Anthony Hevia, Sanjana Chintalapati, Veronica Ka Wai Lai, Nguyen Thanh Tam, Wai-Tat Wong

Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist

Martín Santillán Cooper, Zahra Ashktorab, Hyo Jin Do, Erik Miehling, Werner Geyer

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

Artem Shelmanov, Ekaterina Fadeeva, Akim Tsvigun, Ivan Tsvigun, Zhuohan Xie

Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites

Xintong Wang, Yixiao Liu, Jingheng Pan, Liang Ding, Longyue Wang

Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models

Artem Vazhentsev, Ekaterina Fadeeva, Rui Xing, Gleb Kuzmin, Ivan Lazichny

Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models

Zoe Wanying He, Sean Trott, Meenakshi Khosla

Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews

Hyungyu Shin, Jingyu Tang, Yoonjoo Lee, Nayoung Kim, Hyunseung Lim

Training compute-optimal transformer encoder models

Megi Dervishi, Alexandre Allauzen, Gabriel Synnaeve, Yann LeCun

Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages

Nadine El-Naggar, Tatsuki Kuribayashi, Ted Briscoe

Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics

Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen

Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks

Wenyang Hu, Gregory Kang Ruey Lau, Liu Diwen, Chen Jizhuo, See-Kiong Ng

Beyond Averages: Learning with Annotator Disagreement in STS

Alejandro Benito-Santos, Adrian Ghajari

AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models

Sangjun Lee, Seung-taek Woo, Jun-gyu Jin, Changhun Lee, Eunhyeok Park

Computational Analysis of Conversation Dynamics through Participant Responsivity

Margaret Hughes, Brandon Roy, Elinor Poole-Dayan, Deb Roy, Jad Kabbara

Argument Summarization and its Evaluation in the Era of Large Language Models

Moritz Altemeyer, Steffen Eger, Johannes Daxenberger, Yanran Chen, Tim Altendorf

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents

Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Aditya Vempaty

Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning

Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han

Towards Robust Mathematical Reasoning

Thang Luong, Dawsen Hwang, Hoang H Nguyen, Golnaz Ghiasi, Yuri Chervonyi

D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering

Guangze Gao, Zixuan Li, chunfeng yuan, Jiawei Li, Wu Jianzhuo

Evaluating Large Language Models for Detecting Antisemitism

Jay Patel, Hrudayangam Mehta, Jeremy Blackburn

Current Semantic-change Quantification Methods Struggle with Discovery in the Wild

Khonzoda Umarova, Lillian Lee, Laerdon Kim

Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations

Linyang He, Qiaolin Wang, Xilin Jiang, Nima Mesgarani

Retracing the Past: LLMs Emit Training Data When They Get Lost

Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen, Charles Fleming, Ming Jin

Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips

Sharanya Majumder, Zehua Li, Derek Ouyang, Kit T Rodolfa, Elena Eneva

CourtReasoner: Can LLM Agents Reason Like Judges?

Sophia Simeng Han, Yoshiki Takashima, Shannon Zejiang Shen, Chen Liu, Yixin Liu

SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?

Yao Dou, Michel Galley, Baolin Peng, Chris Kedzie, Weixin Cai

Quantifying Logical Consistency in Transformers via Query-Key Alignment

Eduard Tulchinskii, Laida Kushnareva, Anastasia Voznyuk, Andrei Andriiainen, Irina Piontkovskaya

Certified Mitigation of Worst-Case LLM Copyright Infringement

Jingyu Zhang, Jiacan Yu, Marc Marone, Benjamin Van Durme, Daniel Khashabi

so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs

Sriharsh Bhyravajjula, Melanie Walsh, Anna Preus, Maria Antoniak