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EMNLP 2025

A*

The annual Conference on Empirical Methods in Natural Language Processing

Official site ↗
3,496
accepted papers
3,319
authors
November 5 - 9, 2025
dates
China
location

3,496 / 3,496 papers

  1. 1
    "Feels Feminine to Me": Understanding Perceived Gendered Style through Human Annotations
    Hongyu Chen
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  2. 2
    "Going to a trap house" conveys more fear than "Going to a mall": Benchmarking Emotion Context Sensitivity for LLMs
    Eojin Jeon
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  3. 3
    "I've Decided to Leak": Probing Internals Behind Prompt Leakage Intents
    Jianshuo Dong
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  4. 4
    "Mm, Wat?" Detecting Other-initiated Repair Requests in Dialogue
    Anh Ngo
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  5. 5
    "What's Up, Doc?": Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets
    Akshay Paruchuri
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  6. 6
    "Where Does This Strange Smell Come from?": Enabling Conversational Interfaces for Artificial Olfaction
    Xueyi Zhou
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  7. 7
    'Hello, World!': Making GNNs Talk with LLMs
    Sunwoo Kim
    DBLP profile ↗ORCID 0009-0006-6002-169X ↗
  8. 8
    'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?
    Huy Nghiem
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  9. 9
    (Almost) Free Modality Stitching of Foundation Models
    Jaisidh Singh
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  10. 10
    1+1\ensuremath>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models
    Zeliang Zong
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  11. 11
    2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning
    Vildan Saburov
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  12. 12
    3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
    Seonho Lee
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  13. 13
    3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
    Hongxin Ding
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  14. 14
    3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark
    Ivan Sviridov
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  15. 15
    3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
    Longxuan Ma
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  16. 16
    [MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse
    Dimitra Niaouri
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  17. 17
    A Benchmark for Hindi Verb-Argument Structure Alternations
    Kanishka Jain
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  18. 18
    A Benchmark for Translations Across Styles and Language Variants
    Xin Tan
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  19. 19
    A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge'ez Script
    Hellina Hailu Nigatu
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  20. 20
    A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search
    Shuhui Qu
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  21. 21
    A Causal Lens for Evaluating Faithfulness Metrics
    Kerem Zaman
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  22. 22
    A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
    Sriram Balasubramanian
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  23. 23
    A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
    Neal Lawton
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  24. 24
    A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations
    Aida Mostafazadeh Davani
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  25. 25
    A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution
    Dongning Rao
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  26. 26
    A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies
    Xiaobao Wu
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  27. 27
    A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare
    Manar Aljohani
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  28. 28
    A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
    Roxana Petcu
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  29. 29
    A Computational Simulation of Language Production in First Language Acquisition
    Yuan Gao
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  30. 30
    A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
    Bhuiyan Sanjid Shafique
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  31. 31
    A Decoupled Multi-Agent Framework for Complex Text Style Transfer
    Lingxi Zhang
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  32. 32
    A Dynamic Fusion Model for Consistent Crisis Response
    Xiaoying Song
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  33. 33
    A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization
    Anda Cheng
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  34. 34
    A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling
    Shiyu Ji
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  35. 35
    A Generative Framework for Personalized Sticker Retrieval
    Changjiang Zhou
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  36. 36
    A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
    Bo Li
    DBLP profile ↗ORCID 0000-0003-4883-7267 ↗
  37. 37
    A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users
    Nishant Balepur
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  38. 38
    A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models
    Rashin Rahnamoun
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  39. 39
    A Group Fairness Lens for Large Language Models
    Guanqun Bi
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  40. 40
    A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
    Artem Shelmanov
    DBLP profile ↗ORCID 0000-0002-2151-6212 ↗
  41. 41
    A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems
    Alex Duchnowski
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  42. 42
    A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
    Xiao Wu
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  43. 43
    A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality
    Hanbo Huang
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  44. 44
    A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis
    Davood Wadi
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  45. 45
    A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics
    Sayani Kundu
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  46. 46
    A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
    Hui Li
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  47. 47
    A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse
    Xiaohan Ding
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  48. 48
    A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications
    Sunayana Sitaram
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  49. 49
    A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
    Lingjun Zhao
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  50. 50
    A Position Paper on the Automatic Generation of Machine Learning Leaderboards
    Roelien C. Timmer
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