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EMNLP 2025: all accepted papers

2,086 papers · page 20 of 21 · the most cited first · ← EMNLP 2025

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  1. Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation ↗Song Wang, Zihan Chen, Peng Wang et al.
  2. Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity ↗Lei Yu, Jingcheng Niu, Zining Zhu et al.
  3. SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection ↗Qin Chen, Yuanyi Ren, Xiaojun Ma et al.
  4. Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation ↗Dayeon Ki, Kevin Duh, Marine Carpuat
  5. Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search ↗Weicong Qin, Yi Xu, Weijie Yu et al.
  6. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization ↗Yutao Zhu, Jiajie Jin, Hongjin Qian et al.
  7. Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster ↗Xiaoshu Chen, Sihang Zhou, Ke Liang et al.
  8. SlackAgents: Scalable Collaboration of AI Agents in Workspaces ↗Zhiwei Liu, Weiran Yao, Zuxin Liu et al. · System Demonstrations
  9. SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling ↗Harshil Vejendla
  10. Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition ↗Danielle Cohen, Yoni Halpern, Noam Kahlon et al.
  11. SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? ↗Xudong Lu, Haohao Gao, Renshou Wu et al.
  12. Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts ↗Eric Chamoun, Nedjma Ousidhoum, Michael Sejr Schlichtkrull et al.
  13. Sparse Activation Editing for Reliable Instruction Following in Narratives ↗Runcong Zhao, Chengyu Cao, Qinglin Zhu et al.
  14. Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs ↗Zhuoxuan Zhang, Jinhao Duan, Edward Kim et al.
  15. Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? ↗Nandan Kumar Jha, Brandon Reagen
  16. Speculative Safety-Aware Decoding ↗Xuekang Wang, Shengyu Zhu, Xueqi Cheng
  17. Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention ↗Nikhil Bhendawade, Irina Belousova, Qichen Fu et al.
  18. Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents ↗Chutong Meng, Philipp Koehn
  19. SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling ↗Kadri Hacioglu, Manjunath K E, Andreas Stolcke · Industry Track
  20. SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive ↗Yingqiang Gao, Fabian Winiger, Patrick Montjourides et al. · System Demonstrations
  21. Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs ↗Sruthi Gorantla, Aditya Rawal, Devamanyu Hazarika et al.
  22. Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization ↗Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar · Industry Track
  23. Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering ↗Yumeng Shi, Quanyu Long, Wenya Wang
  24. Statistical and Neural Methods for Hawaiian Orthography Modernization ↗Jaden Kapali, Keaton Williamson, Winston Wu
  25. Steering LLM Reasoning Through Bias-Only Adaptation ↗Viacheslav Sinii, Alexey Gorbatovski, Artem Cherepanov et al.
  26. Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect ↗Alina Klerings, Jannik Brinkmann, Daniel Ruffinelli et al.
  27. Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models ↗Kaiyan Chang, Yonghao Shi, Chenglong Wang et al.
  28. StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models ↗Kyumin Lee, Minjin Jeon, Sanghwan Jang et al.
  29. Stepwise Informativeness Search for Improving LLM Reasoning ↗Siyuan Wang, Enda Zhao, Xiang Ren
  30. Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning ↗Zezhong Wang, Xingshan Zeng, Weiwen Liu et al.
  31. Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework ↗Jie Chen, Jinhao Jiang, Yingqian Min et al.
  32. Stimulate the Critical Thinking of LLMs via Debiasing Discussion ↗Ruiyu Xiao, Lei Wu, Yuanxing Liu et al.
  33. Structure-Conditional Minimum Bayes Risk Decoding ↗Bryan Eikema, Anna Rutkiewicz, Mario Giulianelli
  34. Studying Rhetorically Ambiguous Questions ↗Oghenevovwe Ikumariegbe, Eduardo Blanco, Ellen Riloff
  35. Subjective Behaviors and Preferences in LLM: Language of Browsing ↗Sai Sundaresan, Harshita Chopra, Atanu R. Sinha et al.
  36. Superficial Self-Improved Reasoners Benefit from Model Merging ↗Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu et al.
  37. Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors ↗Bohan Lyu, Siqiao Huang, Zichen Liang et al.
  38. Surprise Calibration for Better In-Context Learning ↗Zhihang Tan, Jingrui Hou, Ping Wang et al.
  39. SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models ↗Shang Liu, Yao Lu, Wenji Fang et al.
  40. Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition ↗Haorui Wang, Zheng Wang, Yuxuan Zhang et al.
  41. Syntax-Aware Retrieval Augmentation for Neural Symbolic Regression ↗Canmiao Zhou, Han Huang
  42. Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text ↗Avijit Mitra, Zhichao Yang, Emily Druhl et al.
  43. Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics ↗Jiarui Liu, Yueqi Song, Yunze Xiao et al.
  44. T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning ↗Vignesh Ethiraj, Ashwath D, Sidhanth Menon et al. · Industry Track
  45. TAPS: Tool-Augmented Personalisation via Structured Tagging ↗Ekaterina Taktasheva, Jeff Dalton
  46. TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation ↗Daiye Miao, Yufang Liu, Jie Wang et al.
  47. TCP: a Benchmark for Temporal Constraint-Based Planning ↗Zifeng Ding, Sikuan Yan, Moy Yuan et al.
  48. TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making ↗Kechen Jiao, Zhirui Fang, Jiahao Liu et al.
  49. TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation ↗Inderjeet Singh, Ramya Srinivasan, Roman Vainshtein et al.
  50. TIDES: Technical Information Discovery and Extraction System ↗Jihee Kim, Subeen Park, Hakyung Lee et al.
  51. TORSO: Template-Oriented Reasoning Towards General Tasks ↗Minhyuk Kim, Seungyoon Lee, Heuiseok Lim
  52. TRACE: Training and Inference-Time Interpretability Analysis for Language Models ↗Nura Aljaafari, Danilo Carvalho, Andre Freitas · System Demonstrations
  53. TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation ↗Chetan Sharma, Ramasuri Narayanam, Soumyabrata Pal et al. · Industry Track
  54. TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games ↗Prakamya Mishra, Jiang Liu, Jialian Wu et al.
  55. TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages ↗Sha Jiu, Yu Weng, Mengxiao Zhu et al.
  56. Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts ↗Anwesan Pal, Karen Hovsepian, Tinghao Guo et al. · Industry Track
  57. Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance ↗Yilun Liu, Minggui He, Feiyu Yao et al.
  58. Taming the Real-world Complexities in CPT E/M Coding with Large Language Models ↗Islam Nassar, Yang Lin, Yuan Jin et al. · Industry Track
  59. Taxonomy of Comprehensive Safety for Clinical Agents ↗Jean Seo, Hyunkyung Lee, Gibaeg Kim et al. · Industry Track
  60. Teach Small Models to Reason by Curriculum Distillation ↗Wangyi Jiang, Yaojie Lu, Hongyu Lin et al.
  61. Teaching Your Models to Understand Code via Focal Preference Alignment ↗Jie Wu, Haoling Li, Xin Zhang et al.
  62. Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? ↗Ashutosh Bajpai, Tanmoy Chakraborty
  63. Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization ↗Jing Yu, Yibo Zhao, Jiapeng Zhu et al.
  64. Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection ↗Ankan Mullick, Saransh Sharma, Abhik Jana et al.
  65. The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness ↗Sanad Sha'ban, Nizar Habash
  66. The Enemy from Within: A Study of Political Delegitimization Discourse in Israeli Political Speech ↗Naama Rivlin-Angert, Guy Mor-Lan
  67. The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure ↗Yu Fan, Yang Tian, Shauli Ravfogel et al.
  68. The Practical Impacts of Theoretical Constructs on Empathy Modeling ↗Allison Lahnala, Charles Welch, David Jurgens et al.
  69. The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models ↗Felix Stahlberg, Shankar Kumar
  70. The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology ↗Fagun Patel, Duc Q. Nguyen, Sang T. Truong et al.
  71. The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs ↗Hinata Tezuka, Naoya Inoue
  72. The discordance between embedded ethics and cultural inference in large language models ↗Aida Ramezani, Yang Xu
  73. Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games ↗César Guerra-Solano, Zhuochun Li, Xiang Lorraine Li
  74. Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection ↗Yuhao Chen, Yuanjie Lyu, Shuochen Liu et al.
  75. Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model ↗Xinyue Lou, You Li, Jinan Xu et al. · 🏆 SAC Highlight Award
  76. Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech ↗Tony Woo, Sehun Lee, Kang-wook Kim et al.
  77. Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair ↗Bojian Xiong, Yikun Lei, Xikai Liu et al. · Industry Track
  78. ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models ↗Chung-En Sun, Ge Yan, Tsui-Wei Weng
  79. ThinkTuning: Instilling Cognitive Reflections without Distillation ↗Aswin Rrv, Jacob Dineen, Divij Handa et al.
  80. ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations ↗Zijian Wang, Chang Xu
  81. Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation ↗Kaikai An, Fangkai Yang, Liqun Li et al.
  82. Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation ↗Beiduo Chen, Yang Janet Liu, Anna Korhonen et al.
  83. TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research ↗Abir Harrasse, Philip Quirke, Clement Neo et al.
  84. TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents ↗Haofei Yu, Keyang Xuan, Fenghai Li et al. · System Demonstrations
  85. To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging ↗Zitao Fang, Guodong Du, Shuyang Yu et al.
  86. ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions ↗Matteo Bortoletto, Constantin Ruhdorfer, Andreas Bulling
  87. Token-Aware Editing of Internal Activations for Large Language Model Alignment ↗Tianbo Wang, Yuqing Ma, Kewei Liao et al.
  88. TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability ↗Mohammad Aflah Khan, Ameya Godbole, Johnny Wei et al. · System Demonstrations
  89. ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches ↗Junyu Cheng, Chang Pan, Shuangyin Li
  90. TounsiBench: Benchmarking Large Language Models for Tunisian Arabic ↗Souha Ben Hassine, Asma Arrak, Marouene Addhoum et al.
  91. Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models ↗Ikhyun Cho, Julia Hockenmaier
  92. Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning ↗Xintong Li, Jalend Bantupalli, Ria Dharmani et al.
  93. Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions ↗Kilichbek Haydarov, Youssef Mohamed, Emilio Goldenhersch et al.
  94. Towards Author-informed NLP: Mind the Social Bias ↗Inbar Pendzel, Einat Minkov
  95. Towards Automated Error Discovery: A Study in Conversational AI ↗Dominic Petrak, Thy Thy Tran, Iryna Gurevych
  96. Towards Infinite-Long Prefix in Transformer ↗Yingyu Liang, Zhenmei Shi, Zhao Song et al.
  97. Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale ↗Jacob Lee Suchardt, Hana El-Shazli, Pierluigi Cassotti
  98. Towards Optimal Evaluation Efficiency for Large Language Models ↗Guohong Li, Deyi Xiong
  99. Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications ↗Kai Tang, Rui Wang, Renyu Zhu et al.
  100. Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts ↗Yuho Lee, Jiaqi Deng, Nicole Hee-Yeon Kim et al.

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