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EMNLP 2025: all accepted papers

2,086 papers · page 14 of 21 · the most cited first · ← EMNLP 2025

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  1. CoCoA: Confidence- and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models ↗Anant Khandelwal, Manish Gupta, Puneet Agrawal
  2. CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval ↗Ang Li, Yiquan Wu, Yinghao Hu et al.
  3. CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation ↗Ziyue Liu, Ruijie Zhang, Zhengyang Wang et al.
  4. CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning ↗Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen
  5. CoMMIT: Coordinated Multimodal Instruction Tuning ↗Xintong Li, Junda Wu, Tong Yu et al.
  6. CoPL: Collaborative Preference Learning for Personalizing LLMs ↗Youngbin Choi, Seunghyuk Cho, Minjong Lee et al.
  7. CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models ↗Zhengdong Yang, Zhen Wan, Sheng Li et al.
  8. Code Execution as Grounded Supervision for LLM Reasoning ↗Dongwon Jung, Wenxuan Zhou, Muhao Chen
  9. CodeSSM: Towards State Space Models for Code Understanding ↗Shweta Verma, Abhinav Anand, Mira Mezini
  10. Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition-Informed Approach to Quantifying Identity Fusion from Text ↗Devin R. Wright, Jisun An, Yong-Yeol Ahn
  11. Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog ↗Lautaro Estienne, Gabriel Ben Zenou, Nona Naderi et al.
  12. ComicScene154: A Scene Dataset for Comic Analysis ↗Sandro Paval, Pascal Meißner, Ivan P. Yamshchikov
  13. Complex Numerical Reasoning with Numerical Semantic Pre-training Framework ↗Jun Zhang, Haihong E, Tianyi Hu et al.
  14. Computational Analysis of Character Development in Holocaust Testimonies ↗Esther Shizgal, Eitan Wagner, Renana Keydar et al.
  15. Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models ↗Jeong-Hoon Kim, Jinwoo Nam, Geunsik Jo · Industry Track
  16. Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset ↗Karim Ghonim, Andrei Stefan Bejgu, Alberte Fernández-Castro et al.
  17. Conditional [MASK] Discrete Diffusion Language Model ↗Hyukhun Koh, Minha Jhang, Dohyung Kim et al.
  18. Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models ↗Jiaxin Zhang · Industry Track
  19. Confidence-guided Refinement Reasoning for Zero-shot Question Answering ↗Youwon Jang, Woo Suk Choi, Minjoon Jung et al.
  20. Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information ↗Murathan Kurfali, Robert Östling
  21. Confounding Factors in Relating Model Performance to Morphology ↗Wessel Poelman, Thomas Bauwens, Miryam de Lhoneux
  22. Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning ↗Junho Kim, Soyeon Bak, Mingyu Lee et al.
  23. Constructions are Revealed in Word Distributions ↗Joshua Rozner, Leonie Weissweiler, Kyle Mahowald et al. · 🏆 SAC Highlight Award
  24. Context and POS in Action: A Comparative Study of Chinese Homonym Disambiguation in Human and Language Models ↗Xie Chenwei, Matthew King-Hang Ma, Wenbo Wang et al.
  25. Continuous-Time Attention: PDE-Guided Mechanisms for Long-Sequence Transformers ↗Yukun Zhang, Xueqing Zhou
  26. Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D ↗Artemis Panagopoulou, Le Xue, Honglu Zhou et al.
  27. Controllable Clustering with LLM-driven Embeddings ↗Kerria Pang-Naylor, Shivani Manivasagan, Aitong Zhong et al. · Industry Track
  28. Controllable Memorization in LLMs via Weight Pruning ↗Chenjie Ni, Zhepeng Wang, Runxue Bao et al.
  29. Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs ↗Amber Shore, Russell Scheinberg, Ameeta Agrawal et al.
  30. Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes ↗Qiunan Du, Zhiliang Tian, Zhen Huang et al.
  31. Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning ↗Yunhao Gou, Hansi Yang, Zhili Liu et al.
  32. Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection ↗Asier Gutiérrez-Fandiño, Jorge Yero Salazar, Clement Ruin et al. · Industry Track
  33. Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction ↗Mengying Yuan, WenHao Wang, Zixuan Wang et al.
  34. Cross-MoE: An Efficient Temporal Prediction Framework Integrating Textual Modality ↗Ruizheng Huang, Zhicheng Zhang, Yong Wang
  35. CrowdAgent: Multi-Agent Managed Multi-Source Annotation System ↗Maosheng Qin, Renyu Zhu, Mingxuan Xia et al. · System Demonstrations
  36. Current Semantic-change Quantification Methods Struggle with Discovery in the Wild ↗Khonzoda Umarova, Lillian Lee, Laerdon Kim
  37. DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning ↗Anum Afzal, Florian Matthes, Alexander Fabbri
  38. DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations ↗Elena Khasanova, Harsh Saini, Md Tahmid Rahman Laskar et al. · Industry Track
  39. DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models ↗Xu Zhang, Xunjian Yin, Dinghao Jing et al.
  40. DASA-Trans-STM: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness ↗Jiguo Liu, Chao Liu, Meimei Li et al.
  41. DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection ↗Can Cui, Yongkang Liu, Seyhan Ucar et al. · Industry Track
  42. DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search ↗Lei Yang, Shaoyang Xu, Jianxiang Peng et al.
  43. DELOC: Document Element Localizer ↗Hammad Ayyubi, Puneet Mathur, Mehrab Tanjim et al.
  44. DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context ↗Pramit Sahoo, Maharaj Brahma, Maunendra Sankar Desarkar
  45. DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation ↗Zhibo Man, Yuanmeng Chen, Yujie Zhang et al.
  46. DPED: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings ↗Shuya Feng, Yuan Hong
  47. DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs ↗Minxuan Lv, Zhenpeng Su, Leiyu Pan et al.
  48. DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models ↗YiQiu Guo, Yuchen Yang, Zhe Chen et al.
  49. DVAGen: Dynamic Vocabulary Augmented Generation ↗Wei Du, Nuowei Liu, Jie Wang et al. · System Demonstrations
  50. Data Descriptions from Large Language Models with Influence Estimation ↗Chaeri Kim, Jaeyeon Bae, Taehwan Kim
  51. Data and Model Centric Approaches for Expansion of Large Language Models to New languages ↗Anoop Kunchukuttan, Raj Dabre, Rudra Murthy et al. · Tutorial Abstracts
  52. Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise ↗Xiaoqun Liu, Jiacheng Liang, Luoxi Tang et al.
  53. Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents ↗Ervine Zheng, Yikuan Li, Geoffrey Jay Tso et al. · Industry Track
  54. Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs ↗Yizhou Ying, Geng Zhang, Cui Danxin et al.
  55. Debiasing Multilingual LLMs in Cross-lingual Latent Space ↗Qiwei Peng, Guimin Hu, Yekun Chai et al.
  56. DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision ↗Yongqi Leng, Yikun Lei, Xikai Liu et al. · Industry Track
  57. Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities ↗Youngwoo Kim, Himanshu Beniwal, Steven L. Johnson et al.
  58. DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling ↗Hao Sun, Zile Qiao, Bo Wang et al.
  59. Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives ↗Francesco Periti, Roksana Goworek, Haim Dubossarsky et al.
  60. Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls ↗Feiyang Kang, Newsha Ardalani, Michael Kuchnik et al.
  61. Demystifying optimized prompts in language models ↗Rimon Melamed, Lucas Hurley McCabe, H Howie Huang
  62. Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices ↗Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub et al. · Industry Track
  63. Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models ↗Sina Semnani, Jirayu Burapacheep, Arpandeep Khatua et al.
  64. Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference ↗Zhuo Chen, Xinyu Wang, Yong Jiang et al.
  65. Detecting Legal Citations in United Kingdom Court Judgments ↗Holli Sargeant, Andreas Östling, Måns Magnusson · 🏆 SAC Highlight Award
  66. Detecting Omissions in LLM-Generated Medical Summaries ↗Achir Oukelmoun, Nasredine Semmar, Gaël de Chalendar et al. · Industry Track
  67. DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning ↗Hang Wu, Hongkai Chen, Yujun Cai et al.
  68. DiNaM: Disinformation Narrative Mining with Large Language Models ↗Witold Sosnowski, Arkadiusz Modzelewski, Kinga Skorupska et al.
  69. Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time ↗Huihan Li, You Chen, Siyuan Wang et al.
  70. Diagram-Driven Course Questions Generation ↗Xinyu Zhang, Lingling Zhang, Yanrui Wu et al.
  71. Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL ↗Jie Shi, Xi Cao, Bo Xu et al.
  72. Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks ↗Wenyang Hu, Gregory Kang Ruey Lau, Liu Diwen et al.
  73. DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge ↗Zonghai Yao, Michael Sun, Won Seok Jang et al.
  74. Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech ↗Debasmita Bhattacharya, Juan Junco, Divya Tadimeti et al.
  75. Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering ↗Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero et al.
  76. Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks ↗Maureen de Seyssel, Jie Chi, Skyler Seto et al. · 🏆 SAC Highlight Award
  77. Discursive Circuits: How Do Language Models Understand Discourse Relations? ↗Yisong Miao, Min-Yen Kan
  78. Disentangled Information Bottleneck for Adversarial Text Defense ↗Yidan Xu, Xinghao Yang, Wei Liu et al.
  79. Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling using Gaze ↗Özge Alacam, Sanne Hoeken, Andreas Säuberli et al.
  80. DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications ↗Joachim Daiber, Victor Maricato, Ayan Sinha et al. · Industry Track
  81. DistaLs: a Comprehensive Collection of Language Distance Measures ↗Rob van der Goot, Esther Ploeger, Verena Blaschke et al. · System Demonstrations
  82. Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce ↗Haojin Wang, Zining Zhu, Freda Shi
  83. Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models ↗Vijeta Deshpande, Debasmita Ghose, John D Patterson et al.
  84. Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition ↗Kiran Pradeep, Kirushikesh Db, Nishtha Madaan et al. · Industry Track
  85. Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms ↗Minyeong Choe, Haehyun Cho, Changho Seo et al.
  86. Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions ↗Seyedali Mohammadi, Bhaskara Hanuma Vedula, Hemank Lamba et al.
  87. Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions ↗Haochen Shi, Shaobo Li, Guoqing Chao et al.
  88. Do LLMs Encode Frame Semantics? Evidence from Frame Identification ↗Jayanth Krishna Chundru, Rudrashis Poddar, Jie Cao et al.
  89. DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers ↗Navve Wasserman, Oliver Heinimann, Yuval Golbari et al.
  90. Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study ↗Yizheng Sun, Hao Li, Chang Xu et al.
  91. Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings ↗Debasmita Bhattacharya, David Sasu, Michela Marchini et al.
  92. Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models ↗Hwiyeong Lee, Uiji Hwang, Hyelim Lim et al.
  93. Don't Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering ↗André Melo, Enting Chen, Pavlos Vougiouklis et al. · Industry Track
  94. Don't Sweat the Small Stuff: Segment-Level Meta-Evaluation Based on Pairwise Difference Correlation ↗Colten DiIanni, Daniel Deutsch
  95. Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs ↗Shuo Yang, Zheyu Zhang, Bardh Prenkaj et al.
  96. Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian ↗Andrei Niculae, Adrian Cosma, Cosmin Dumitrache et al. · Industry Track
  97. DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation ↗Libo Zhao, Jing Li, Ziqian Zeng
  98. Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth ↗Yang Wang, Chenghao Xiao, Chia-Yi Hsiao et al.
  99. DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors ↗Yize Cheng, Wenxiao Wang, Mazda Moayeri et al.
  100. Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units ↗Chao Hao, Zezheng Wang, Yanhua Huang et al.

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