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EMNLP 2025: all accepted papers

2,086 papers · page 16 of 21 · the most cited first · ← EMNLP 2025

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  1. Generative Reviewer Agents: Scalable Simulacra of Peer Review ↗Nicolas Bougie, Narimawa Watanabe · Industry Track
  2. Genre Matters: How Text Types Interact with Decoding Strategies and Lexical Predictors in Shaping Reading Behavior ↗Lena S. Bolliger, Lena A. Jäger
  3. GeoEdit: Geometric Knowledge Editing for Large Language Models ↗Yujie Feng, Li-Ming Zhan, Zexin Lu et al.
  4. GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models ↗Hengyu Luo, Zihao Li, Joseph Attieh et al. · System Demonstrations
  5. Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? ↗Grace LeFevre, Qingcheng Zeng, Adam Leif et al.
  6. Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety ↗Chenhao Huang, Ziyu Shen, Yicong Ren et al.
  7. 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 et al. · System Demonstrations
  8. Graceful Forgetting in Generative Language Models ↗Chunyang Jiang, Chi-Min Chan, Yiyang Cai et al.
  9. Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations ↗Jin Peng Zhou, Séb Arnold, Nan Ding et al.
  10. Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI ↗Octavian Alexandru Trifan, Jason Lee Weber, Marc Titus Trifan et al.
  11. GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction ↗Xuelin Li, Xiangqi Jin, Linfeng Zhang
  12. GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery ↗Italo Luis da Silva, Hanqi Yan, Lin Gui et al. · System Demonstrations
  13. Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands ↗Claudiu Daniel Hromei, Antonio Scaiella, Danilo Croce et al.
  14. Grounding Multilingual Multimodal LLMs With Cultural Knowledge ↗Jean De Dieu Nyandwi, Yueqi Song, Simran Khanuja et al.
  15. Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed ↗Ishani Mondal, Jack W. Stokes, Sujay Kumar Jauhar et al. · Industry Track
  16. Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment ↗Shramona Chakraborty, Shashank Mujumdar, Nitin Gupta et al. · Industry Track
  17. Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups ↗Davide Ghilardi, Federico Belotti, Marco Molinari et al.
  18. Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings ↗Amit Gajbhiye, Thomas Bailleux, Zied Bouraoui et al.
  19. GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models ↗Dylan Hutson, Daniel Vennemeyer, Aneesh Deshmukh et al.
  20. HD-PiSSA: High-Rank Distributed Orthogonal Adaptation ↗Yiding Wang, Fanxu Meng, Xuefeng Zhang et al.
  21. HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization ↗Huaqin Zhao, Jiaxi Li, Yi Pan et al.
  22. HICode: Hierarchical Inductive Coding with LLMs ↗Mian Zhong, Pristina Wang, Anjalie Field
  23. HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection ↗Yiheng Jing, Mingming Zhang, Yong Zhuang et al.
  24. HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification ↗Fabian Karl, Ansgar Scherp
  25. Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation ↗Xujun Peng, Anoop Kumar, Jingyu Wu et al. · Industry Track
  26. HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education ↗Qian Wu, Zheyao Gao, Longfei Gou et al.
  27. Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs ↗Qianqi Yan, Hongquan Li, Shan Jiang et al.
  28. HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction ↗Ziheng Ni, Congcong Liu, Yuying Chen et al. · Industry Track
  29. Hierarchical Bracketing Encodings Work for Dependency Graphs ↗Ana Ezquerro, Carlos Gómez-Rodríguez, David Vilares
  30. High-Quality Medical Dialogue Synthesis for Improving EMR Generation ↗Chengze Ge, Yu Xu, Qi Shao et al. · Industry Track
  31. HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration ↗Longkai Cheng, Along He, Mulin Li et al.
  32. Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech ↗Jonathan Pofcher, Christopher M. Homan, Randall Sell et al.
  33. How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? ↗Xiliang Zhu, Shi Zong, David Rossouw · Industry Track
  34. How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads ↗Ingeol Baek, Hwan Chang, Sunghyun Ryu et al.
  35. How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison ↗Jiayin Wang, Zhiqiang Guo, Weizhi Ma et al.
  36. How Persuasive Is Your Context? ↗Tu Nguyen, Kevin Du, Alexander Miserlis Hoyle et al.
  37. How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs? ↗Hansi Wang, Yue Wang, Qiliang Liang et al.
  38. How do autoregressive transformers solve full addition? ↗Wang Peixu, Chen Yu, Yu Ming et al.
  39. How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources ↗Anh C. Pham, Mihir Thalanki, Michael Sun et al. · Industry Track
  40. How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models ↗Kangtao Lv, Haibin Chen, Yujin Yuan et al.
  41. HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance ↗Rosni Vasu, Chandrayee Basu, Bhavana Dalvi Mishra et al.
  42. I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content ↗Aniket Joshi, Cyrus Andre DSouza, Sejal Jain et al. · Industry Track
  43. ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment ↗Zhipeng Bian, Jieming Zhu, Qijiong Liu et al.
  44. ICL CIPHERS: Quantifying “Learning” in In-Context Learning via Substitution Ciphers ↗Zhouxiang Fang, Aayush Mishra, Muhan Gao et al.
  45. ICR: Iterative Clarification and Rewriting for Conversational Search ↗Zhiyu Cao, Peifeng Li, Qiaoming Zhu
  46. IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method ↗Xinyu Liu, Bei Li, Jiahao Liu et al.
  47. IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs ↗Aosong Feng, Balasubramaniam Srinivasan, Yun Zhou et al. · Industry Track
  48. Icon$^2$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation ↗Qiyuan Chen, Hongsen Huang, Qian Shao et al.
  49. Identification of Multiple Logical Interpretations in Counter-Arguments ↗Wenzhi Wang, Paul Reisert, Shoichi Naito et al.
  50. Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework ↗Hongyi Tang, Zhihao Zhu, Yi Yang
  51. Identifying Unlearned Data in LLMs via Membership Inference Attacks ↗Advit Deepak, Megan Mou, Jing Huang et al.
  52. Identifying and Answering Questions with False Assumptions: An Interpretable Approach ↗Zijie Wang, Eduardo Blanco
  53. Image Difference Captioning via Adversarial Preference Optimization ↗Zihan Huang, Junda Wu, Rohan Surana et al.
  54. ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge ↗Zeinab Sadat Taghavi, Ali Modarressi, Yunpu Ma et al.
  55. Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations ↗Yunzhe Wang, Gale Lucas, Burcin Becerik-Gerber et al.
  56. Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers ↗Eugene Jang, Kimin Lee, Jin-Woo Chung et al.
  57. Improving Clustering with Positive Pairs Generated from LLM-Driven Labels ↗Xiaotong Zhang, Ying Li
  58. Improving Cross Lingual Transfer by Pretraining with Active Forgetting ↗Divyanshu Aggarwal, Ashutosh Sathe, Sunayana Sitaram
  59. Improving Instruct Models for Free: A Study on Partial Adaptation ↗Ozan Irsoy, Pengxiang Cheng, Jennifer L Chen et al.
  60. Improving Large Language Model Safety with Contrastive Representation Learning ↗Samuel Simko, Mrinmaya Sachan, Bernhard Schölkopf et al.
  61. Improving Online Job Advertisement Analysis via Compositional Entity Extraction ↗Kai Krüger, Johanna Binnewitt, Kathrin Ehmann et al.
  62. Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics ↗Aloka Fernando, Nisansa de Silva, Menan Velayuthan et al.
  63. InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles ↗Zizhen Li, Chuanhao Li, Yibin Wang et al.
  64. InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care ↗Kai He, Qika Lin, Hao Fei et al. · System Demonstrations
  65. IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages ↗Ujjwal Sharma, Pushpak Bhattacharyya
  66. Information Integration in Large Language Models is Gated by Linguistic Structural Markers ↗Wei Liu, Nai Ding
  67. Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque ↗Oscar Sainz, Naiara Perez, Julen Etxaniz et al.
  68. Integral Transformer: Denoising Attention, Not Too Much Not Too Little ↗Ivan Kobyzev, Abbas Ghaddar, Dingtao Hu et al.
  69. IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding ↗Jinggui Liang, Dung Vo, Lizi Liao
  70. InterIDEAS: Philosophical Intertextuality via LLMs ↗Yue Yang, Yinzhi Xu, Chenghao Huang et al. · 🏆 Best Special Theme Paper
  71. Interactive Training: Feedback-Driven Neural Network Optimization ↗Wentao Zhang, Yang Young Lu, Yuntian Deng · System Demonstrations
  72. Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation ↗Enora Rice, Katharina von der Wense, Alexis Palmer
  73. Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs ↗Zhipeng Yang, Junzhuo Li, Siyu Xia et al.
  74. Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents ↗Ankan Mullick, Sombit Bose, Rounak Saha et al.
  75. Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors ↗Kohei Tsuji, Tatsuya Hiraoka, Yuchang Cheng et al.
  76. Investigating Value-Reasoning Reliability in Small Large Language Models ↗Xia Du, Shuhan Sun, Pengyuan Liu et al.
  77. Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles ↗Antara Raaghavi Bhattacharya, Isabel Papadimitriou, Kathryn Davidson et al.
  78. Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding ↗Zirui Shao, Feiyu Gao, Zhaoqing Zhu et al.
  79. Iterative Multilingual Spectral Attribute Erasure ↗Shun Shao, Yftah Ziser, Zheng Zhao et al.
  80. Iterative Prompt Refinement for Safer Text-to-Image Generation ↗Jinwoo Jeon, JunHyeok Oh, Hayeong Lee et al.
  81. JSON Whisperer: Efficient JSON Editing with LLMs ↗Sarel Duanis, Asnat Greenstein-Messica, Eliya Habba · Industry Track
  82. JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences ↗David Beauchemin, Michelle Albert-Rochette, Richard Khoury et al.
  83. JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning ↗Huanghai Liu, Quzhe Huang, Qingjing Chen et al.
  84. JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes ↗Yuya Sawada, Hiroki Ouchi, Yuichiro Yasui et al. · Industry Track
  85. Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs ↗Camilla Casula, Sebastiano Vecellio Salto, Elisa Leonardelli et al.
  86. Joint Modeling of Entities and Discourse Relations for Coherence Assessment ↗Wei Liu, Michael Strube
  87. Journalism-Guided Agentic In-context Learning for News Stance Detection ↗Dahyun Lee, Jonghyeon Choi, Jiyoung Han et al.
  88. Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models ↗Mo Zhiqiang, Yang Hua, Jiahui Li et al.
  89. Just One is Enough: An Existence-based Alignment Check for Robust Japanese Pronunciation Estimation ↗Hayate Nakano, Nobuhiro Kaji · Industry Track
  90. KMatrix-2: A Comprehensive Heterogeneous Knowledge Collaborative Enhancement Toolkit for Large Language Model ↗Shun Wu, Di Wu, Wangtao Sun et al. · System Demonstrations
  91. Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG ↗Longpeng Qiu, Ting Li, Shuai Mao et al. · Industry Track
  92. Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration ↗Xurui Li, Wanghaijiao, Kaisong Song et al.
  93. LAD: LoRA-Adapted Diffusion ↗Ruurd Jan Anthonius Kuiper, Lars de Groot, Bram van Es et al. · System Demonstrations
  94. LASER: An LLM-based ASR Scoring and Evaluation Rubric ↗Amruta Parulekar, Preethi Jyothi
  95. LATTE: Learning to Think with Vision Specialists ↗Zixian Ma, Jianguo Zhang, Zhiwei Liu et al.
  96. LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts ↗Yimu Wang, Mozhgan Nasr Azadani, Sean Sedwards et al.
  97. LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction ↗Feng Zhao, Ruoyu Chai, Kangzheng Liu et al.
  98. LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval ↗Joohyung Yun, Doyup Lee, Wook-Shin Han
  99. LLM-Based Dialogue Labeling for Multiturn Adaptive RAG ↗Zhiyu Chen, Biancen Xie, Sidarth Srinivasan et al. · Industry Track
  100. LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval ↗Jian Zhang, Junyi Guo, Junyi Yuan et al.

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