EMNLP 2025: all accepted papers
- How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis ↗Herun Wan, Minnan Luo, Zihan Ma et al.6 citations
- How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination ↗Saad Obaid Ul Islam, Anne Lauscher, Goran Glavaš6 citations
- LaMP-QA: A Benchmark for Personalized Long-form Question Answering ↗Alireza Salemi, Hamed Zamani6 citations
- Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models ↗Pu Jian, Junhong Wu, Wei Sun et al.6 citations
- NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities ↗Pawitsapak Akarajaradwong, Pirat Pothavorn, Chompakorn Chaksangchaichot et al.6 citations
- PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving ↗Mihir Parmar, Xin Liu, Palash Goyal et al.6 citations
- Process-Supervised Reinforcement Learning for Code Generation ↗Yufan Ye, Ting Zhang, Wenbin Jiang et al.6 citations
- PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization ↗Dawei Xiang, Wenyan Xu, Kexin Chu et al. · System Demonstrations6 citations
- SLOT: Structuring the Output of Large Language Models ↗Zhengyuan Shen, Darren Yow-Bang Wang, Soumya Smruti Mishra et al. · Industry Track6 citations
- Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models ↗Weihao Xuan, Qingcheng Zeng, Heli Qi et al.6 citations
- SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models ↗Amirhossein Dabiriaghdam, Lele Wang6 citations
- Social Bias in Multilingual Language Models: A Survey ↗Lance Calvin Lim Gamboa, Yue Feng, Mark G. Lee6 citations
- SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models ↗Tong Bao, Mir Tafseer Nayeem, Davood Rafiei et al.6 citations
- The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It ↗Zheng Xin Yong, Beyza Ermis, Marzieh Fadaee et al.6 citations
- TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection ↗Wei Wu, Zhuoshi Pan, Kun Fu et al.6 citations
- Translation in the Hands of Many: Centering Lay Users in Machine Translation Interactions ↗Beatrice Savoldi, Alan Ramponi, Matteo Negri et al.6 citations
- Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems ↗Xu Shen, Yixin Liu, Yiwei Dai et al.6 citations
- $\textttDroid$: A Resource Suite for AI-Generated Code Detection ↗Daniil Orel, Indraneil Paul, Iryna Gurevych et al.5 citations
- 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 et al.5 citations
- AdaptThink: Reasoning Models Can Learn When to Think ↗Jiajie Zhang, Nianyi Lin, Lei Hou et al.5 citations
- AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning ↗Zhong Zhang, Yaxi Lu, Yikun Fu et al. · System Demonstrations5 citations
- Beyond A Single AI Cluster: A Survey of Decentralized LLM Training ↗Haotian Dong, Jingyan Jiang, Rongwei Lu et al.5 citations
- Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses ↗Fangyi Yu, Nabeel Seedat, Dasha Herrmannova et al. · Industry Track5 citations
- CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition ↗Sina Semnani, Han Zhang, Xinyan He et al.5 citations
- CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models ↗Runze Li, Siyu Wu, Jun Wang et al.5 citations
- Can GRPO Boost Complex Multimodal Table Understanding? ↗Xiaoqiang Kang, Shengen Wu, Zimu Wang et al.5 citations
- Conflict-Aware Soft Prompting for Retrieval-Augmented Generation ↗Eunseong Choi, June Park, Hyeri Lee et al.5 citations
- Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models ↗Yuxia Gong, Shuguo Hu, Huaiwen Zhang5 citations
- Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models ↗Chen Han, Wenzhen Zheng, Xijin Tang5 citations
- Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions ↗Hazel Kim, Tom A. Lamb, Adel Bibi et al.5 citations
- DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding ↗Li Sun, Liu He, Shuyue Jia et al.5 citations
- Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents ↗Ziyang Miao, Qiyu Sun, Jingyuan Wang et al. · System Demonstrations5 citations
- Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning ↗Yu Liu, Yanan Cao, Xixun Lin et al.5 citations
- From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning ↗David Dinucu-Jianu, Jakub Macina, Nico Daheim et al.5 citations
- FuseChat: Knowledge Fusion of Chat Models ↗Fanqi Wan, Longguang Zhong, Ziyi Yang et al.5 citations
- LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition ↗Fan Bai, Hamid Hassanzadeh, Ardavan Saeedi et al.5 citations
- LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering ↗Ran Zhang, Wei Zhao, Lieve Macken et al.5 citations
- LightThinker: Thinking Step-by-Step Compression ↗Jintian Zhang, Yuqi Zhu, Mengshu Sun et al.5 citations
- Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models ↗Sergio E. Zanotto, Segun Aroyehun5 citations
- MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations ↗Genglin Liu, Vivian T. Le, Salman Rahman et al.5 citations
- Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards ↗Jaehoon Yun, Jiwoong Sohn, Jungwoo Park et al.5 citations
- MemInsight: Autonomous Memory Augmentation for LLM Agents ↗Rana Salama, Jason Cai, Michelle Yuan et al.5 citations
- Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews ↗Hyungyu Shin, Jingyu Tang, Yoonjoo Lee et al. · 🏆 SAC Highlight Award5 citations
- MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval ↗Xixi Wu, Yanchao Tan, Nan Hou et al.5 citations
- MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers ↗Jushaan Singh Kalra, Xinran Zhao, To Eun Kim et al.5 citations
- RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning ↗Yu Wang, Shiwan Zhao, Zhihu Wang et al.5 citations
- RaDeR: Reasoning-aware Dense Retrieval Models ↗Debrup Das, Sam O'Nuallain, Razieh Rahimi5 citations
- Representation Potentials of Foundation Models for Multimodal Alignment: A Survey ↗Jianglin Lu, Hailing Wang, Yi Xu et al.5 citations
- Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs ↗Xiaofeng Zhang, Yihao Quan, Chen Shen et al.5 citations
- TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG ↗Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky et al. · Industry Track5 citations
- Table-R1: Inference-Time Scaling for Table Reasoning Tasks ↗Zheyuan Yang, Lyuhao Chen, Arman Cohan et al.5 citations
- Targeted Distillation for Sentiment Analysis ↗Yice Zhang, Guangyu Xie, Jingjie Lin et al.5 citations
- The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents ↗Yuhan Liu, Zirui Song, Juntian Zhang et al.5 citations
- ThinkSLM: Towards Reasoning in Small Language Models ↗Gaurav Srivastava, Shuxiang Cao, Xuan Wang5 citations
- Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction ↗Wenxuan Liu, Zixuan Li, Long Bai et al.5 citations
- Transformer-Based Temporal Information Extraction and Application: A Review ↗Xin Su, Phillip Howard, Steven Bethard5 citations
- Trustworthy Medical Question Answering: An Evaluation-Centric Survey ↗Yinuo Wang, Baiyang Wang, Robert Mercer et al.5 citations
- Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation ↗Hengran Zhang, Minghao Tang, Keping Bi et al.5 citations
- A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection ↗Hui Li, Ante Wang, Kunquan Li et al.4 citations
- A Survey of Link Prediction in N-ary Knowledge Graphs ↗Jiyao Wei, Saiping Guan, Da Li et al.4 citations
- AI Chatbots as Professional Service Agents: Developing a Professional Identity ↗Wenwen Li, Kangwei Shi, Yidong Chai4 citations
- ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction ↗Victor Junqiu Wei, Weicheng Wang, Di Jiang et al. · Industry Track4 citations
- Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models ↗Wei Wang, Zhaowei Li, Qi Xu et al.4 citations
- An Interdisciplinary Approach to Human-Centered Machine Translation ↗Marine Carpuat, Omri Asscher, Kalika Bali et al.4 citations
- Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models ↗Qiang Liu, Xinlong Chen, Yue Ding et al.4 citations
- AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents ↗Fengze Liu, Haoyu Wang, Joonhyuk Cho et al.4 citations
- AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents ↗Luca Gioacchini, Alexander Delsanto, Idilio Drago et al. · Industry Track4 citations
- Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling ↗Sydney Anuyah, Mehedi Mahmud Kaushik, Sri Rama Krishna Reddy Dwarampudi et al.4 citations
- Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning ↗Haijiang Liu, Qiyuan Li, Chao Gao et al.4 citations
- Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs ↗Dayu Yang, Tianyang Liu, Daoan Zhang et al.4 citations
- CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion ↗Sheng Zhang, Yifan Ding, Shuquan Lian et al.4 citations
- CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering ↗Yuhang Tian, Dandan Song, Zhijing Wu et al.4 citations
- ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming ↗Weichun Shi, Minghao Liu, Wanting Zhang et al.4 citations
- ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning ↗Changtai Zhu, Siyin Wang, Ruijun Feng et al.4 citations
- DRES: Fake news detection by dynamic representation and ensemble selection ↗Faramarz Farhangian, Leandro Augusto Ensina, George D C Cavalcanti et al.4 citations
- Demystifying Domain-adaptive Post-training for Financial LLMs ↗Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen et al.4 citations
- DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak ↗Hao Wang, Hao Li, Junda Zhu et al.4 citations
- Do Large Language Models Understand Word Senses?Domenico Meconi, Simone Stirpe, Federico Martelli et al.4 citations · our summary
- Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis ↗Miao Zhou, Lina Yang, Thomas Wu et al.4 citations
- EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models ↗Han Liu, Ruoyao Wen, Srijith Nair et al.4 citations
- Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of LLM Agents and Humans ↗Deuksin Kwon, Kaleen Shrestha, Bin Han et al.4 citations
- Exploring morphology-aware tokenization: A case study on Spanish language modeling ↗Alba Táboas García, Piotr Przybyła, Leo Wanner4 citations
- Exploring the Impact of Personality Traits on LLM Bias and Toxicity ↗Shuo Wang, Renhao Li, Xi Chen et al.4 citations
- Finetuning LLMs for Human Behavior Prediction in Social Science Experiments ↗Akaash Kolluri, Shengguang Wu, Joon Sung Park et al.4 citations
- From Language to Cognition: How LLMs Outgrow the Human Language Network ↗Badr AlKhamissi, Greta Tuckute, Yingtian Tang et al.4 citations
- From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition ↗Tianduo Wang, Lu Xu, Wei Lu et al.4 citations
- Generative or Discriminative? Revisiting Text Classification in the Era of Transformers ↗Siva Rajesh Kasa, Karan Gupta, Sumegh Roychowdhury et al. · 🏆 Outstanding Paper4 citations
- Improving Chemical Understanding of LLMs via SMILES Parsing ↗Yunhui Jang, Jaehyung Kim, Sungsoo Ahn4 citations
- Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations ↗Varun Dhanraj, Chris Eliasmith4 citations
- KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation ↗Ziyi Guan, Jason Chun Lok Li, Zhijian Hou et al.4 citations
- LLM Bias Detection and Mitigation through the Lens of Desired Distributions ↗Ingroj Shrestha, Padmini Srinivasan4 citations
- LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models ↗Hongyao Tu, Liang Zhang, Yujie Lin et al.4 citations
- Latent Inter-User Difference Modeling for LLM Personalization ↗Yilun Qiu, Tianhao Shi, Xiaoyan Zhao et al.4 citations
- Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction ↗Junkai Liu, Yujie Tong, Hui Huang et al.4 citations
- Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance ↗Haozhe Zhao, Shuzheng Si, Liang Chen et al.4 citations
- MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning ↗Justin Chen, Archiki Prasad, Swarnadeep Saha et al.4 citations
- Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps ↗Martin Tutek, Fateme Hashemi Chaleshtori, Ana Marasovic et al. · 🏆 Outstanding Paper4 citations
- Measuring scalar constructs in social science with LLMs ↗Hauke Licht, Rupak Sarkar, Patrick Y. Wu et al.4 citations
- MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses ↗Tong Chen, Zimu Wang, Yiyi Miao et al.4 citations
- MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education ↗Dongsuk Jang, Ziyao Shangguan, Kyle Tegtmeyer et al. · System Demonstrations4 citations
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