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EMNLP 2025

A*

The annual Conference on Empirical Methods in Natural Language Processing

Official site ↗
3,496
accepted papers
14,689
authors
November 5 - 9, 2025
dates
China
location

300 / 3,496 papers

  1. 1
    "Feels Feminine to Me": Understanding Perceived Gendered Style through Human Annotations
    Hongyu Chen
    ,
    Neele Falk
    ,
    Michael Roth
    ,
    Agnieszka Falenska
  2. 2
    "Going to a trap house" conveys more fear than "Going to a mall": Benchmarking Emotion Context Sensitivity for LLMs
    Eojin Jeon
    ,
    Mingyu Lee
    ,
    Sangyun Kim
    ,
    Junho Kim
    ,
    Wanzee Cho
    ,
    Tae-Eui Kam
    ,
    SangKeun Lee
  3. 3
    "I've Decided to Leak": Probing Internals Behind Prompt Leakage Intents
    Jianshuo Dong
    ,
    Yutong Zhang
    ,
    Liu Yan
    ,
    Zhenyu Zhong
    ,
    Tao Wei
    ,
    Ke Xu
    ,
    Minlie Huang
    ,
    Chao Zhang
    ,
    Han Qiu
  4. 4
    "Mm, Wat?" Detecting Other-initiated Repair Requests in Dialogue
    Anh Ngo
    ,
    Nicolas Rollet
    ,
    Catherine Pelachaud
    ,
    Chloé Clavel
  5. 5
    "What's Up, Doc?": Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets
    Akshay Paruchuri
    ,
    Maryam Aziz
    ,
    Rohit Vartak
    ,
    Ayman Ali
    ,
    Best Uchehara
    ,
    Xin Liu
    ,
    Ishan Chatterjee
    ,
    Monica Agrawal
  6. 6
    "Where Does This Strange Smell Come from?": Enabling Conversational Interfaces for Artificial Olfaction
    Xueyi Zhou
    ,
    Qi Lu
    ,
    Dong-Kyu Chae
  7. 7
    'Hello, World!': Making GNNs Talk with LLMs
    Sunwoo Kim
    ,
    Soo Yong Lee
    ,
    Jaemin Yoo
    ,
    Kijung Shin
  8. 8
    'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?
    Huy Nghiem
    ,
    Phuong-Anh Nguyen-Le
    ,
    John Prindle
    ,
    Rachel Rudinger
    ,
    Hal Daumé III
  9. 9
    (Almost) Free Modality Stitching of Foundation Models
    Jaisidh Singh
    ,
    Diganta Misra
    ,
    Boris Knyazev
    ,
    Antonio Orvieto
  10. 10
    1+1\ensuremath>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models
    Zeliang Zong
    ,
    Kai Zhang
    ,
    Zheyang Li
    ,
    Wenming Tan
    ,
    Ye Ren
    ,
    Yiyan Zhai
    ,
    Jilin Hu
  11. 11
    2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning
    Vildan Saburov
    ,
    Daniil Vodolazsky
    ,
    Danil Sazanakov
    ,
    Alena Fenogenova
  12. 12
    3D-Aware Vision-Language Models Fine-Tuning with Geometric Distillation
    Seonho Lee
    ,
    Jiho Choi
    ,
    Inha Kang
    ,
    Jiwook Kim
    ,
    Junsung Park
    ,
    Hyunjung Shim
  13. 13
    3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
    Hongxin Ding
    ,
    Yue Fang
    ,
    Runchuan Zhu
    ,
    Xinke Jiang
    ,
    Jinyang Zhang
    ,
    Yongxin Xu
    ,
    Weibin Liao
    ,
    Xu Chu
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  14. 14
    3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark
    Ivan Sviridov
    ,
    Amina Miftakhova
    ,
    Artemiy Tereshchenko
    ,
    Galina Zubkova
    ,
    Pavel Blinov
    ,
    Andrey V. Savchenko
  15. 15
    3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction
    Longxuan Ma
    ,
    Xiao Wu
    ,
    Yuxin Huang
    ,
    Shengxiang Gao
    ,
    Zhengtao Yu
  16. 16
    [MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse
    Dimitra Niaouri
    ,
    Rayane Ghilene
    ,
    Michele Linardi
    ,
    Julien Longhi
  17. 17
    A Benchmark for Hindi Verb-Argument Structure Alternations
    Kanishka Jain
    ,
    Ashwini Vaidya
  18. 18
    A Benchmark for Translations Across Styles and Language Variants
    Xin Tan
    ,
    Bowei Zou
    ,
    AiTi Aw
  19. 19
    A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge'ez Script
    Hellina Hailu Nigatu
    ,
    Atnafu Lambebo Tonja
    ,
    Henok Biadglign Ademtew
    ,
    Hizkiel Mitiku Alemayehu
    ,
    Negasi Haile Abadi
    ,
    Tadesse Destaw Belay
    ,
    Seid Muhie Yimam
  20. 20
    A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search
    Shuhui Qu
    ,
    Jie Wang
    ,
    Kincho Law
  21. 21
    A Causal Lens for Evaluating Faithfulness Metrics
    Kerem Zaman
    ,
    Shashank Srivastava
  22. 22
    A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
    Sriram Balasubramanian
    ,
    Samyadeep Basu
    ,
    Soheil Feizi
  23. 23
    A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation
    Neal Lawton
    ,
    Alfy Samuel
    ,
    Anoop Kumar
    ,
    Daben Liu
  24. 24
    A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations
    Aida Mostafazadeh Davani
    ,
    Sunipa Dev
    ,
    Héctor Pérez-Urbina
    ,
    Vinodkumar Prabhakaran
  25. 25
    A Comprehensive Literary Chinese Reading Comprehension Dataset with an Evidence Curation Based Solution
    Dongning Rao
    ,
    Rongchu Zhou
    ,
    Peng Chen
    ,
    Zhihua Jiang
  26. 26
    A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies
    Xiaobao Wu
  27. 27
    A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare
    Manar Aljohani
    ,
    Jun Hou
    ,
    Sindhura Kommu
    ,
    Xuan Wang
  28. 28
    A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
    Roxana Petcu
    ,
    Samarth Bhargav
    ,
    Maarten de Rijke
    ,
    Evangelos Kanoulas
  29. 29
    A Computational Simulation of Language Production in First Language Acquisition
    Yuan Gao
    ,
    Weiwei Sun
  30. 30
    A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
    Bhuiyan Sanjid Shafique
    ,
    Ashmal Vayani
    ,
    Muhammad Maaz
    ,
    Hanoona Abdul Rasheed
    ,
    Dinura Dissanayake
    ,
    Mohammed Irfan Kurpath
    ,
    Yahya Hmaiti
    ,
    Go Inoue
    ,
    Jean Lahoud
    ,
    Md. Safirur Rashid
    ,
    Shadid Intisar Quasem
    ,
    Maheen Fatima
    ,
    Franco Vidal
    ,
    Mykola Maslych
    ,
    Ketan Pravin More
    ,
    Sanoojan Baliah
    ,
    Hasindri Watawana
    ,
    Yuhao Li
    ,
    Fabian Farestam
    ,
    Leon Schaller
    ,
    Roman Tymtsiv
    ,
    Simon Weber
    ,
    Hisham Cholakkal
    ,
    Ivan Laptev
    ,
    Shin'ichi Satoh
    ,
    Michael Felsberg
    ,
    Mubarak Shah
    ,
    Salman H. Khan
    ,
    Fahad Shahbaz Khan
  31. 31
    A Decoupled Multi-Agent Framework for Complex Text Style Transfer
    Lingxi Zhang
    ,
    Yu-Neng Chuang
    ,
    Guanchu Wang
    ,
    Ruixiang Tang
    ,
    Xuanting Cai
    ,
    Rajesh Shenoy
    ,
    Xia Hu
  32. 32
    A Dynamic Fusion Model for Consistent Crisis Response
    Xiaoying Song
    ,
    Anirban Saha Anik
    ,
    Eduardo Blanco
    ,
    Vanessa Frías-Martínez
    ,
    Lingzi Hong
  33. 33
    A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization
    Anda Cheng
    ,
    Wei Huang
    ,
    Yinggui Wang
  34. 34
    A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling
    Shiyu Ji
    ,
    Farnoosh Hashemi
    ,
    Joice Chen
    ,
    Juanwen Pan
    ,
    Weicheng Ma
    ,
    Hefan Zhang
    ,
    Sophia Pan
    ,
    Ming Cheng
    ,
    Shubham Mohole
    ,
    Saeed Hassanpour
    ,
    Soroush Vosoughi
    ,
    Michael Macy
  35. 35
    A Generative Framework for Personalized Sticker Retrieval
    Changjiang Zhou
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Yuan Liu
    ,
    Fan Zhang
    ,
    Ganyuan Luo
    ,
    Xueqi Cheng
  36. 36
    A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems
    Bo Li
    ,
    Huanming Zhang
    ,
    Yuhua Jiang
    ,
    Yucong Wang
    ,
    Tengyu Zhang
    ,
    Shaoqiang Yan
    ,
    Hongyao Li
    ,
    Yihong Liu
    ,
    Feifei Gao
  37. 37
    A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users
    Nishant Balepur
    ,
    Matthew Shu
    ,
    Yoo Yeon Sung
    ,
    Seraphina Goldfarb-Tarrant
    ,
    Shi Feng
    ,
    Fumeng Yang
    ,
    Rachel Rudinger
    ,
    Jordan Lee Boyd-Graber
  38. 38
    A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models
    Rashin Rahnamoun
    ,
    Mehrnoush Shamsfard
  39. 39
    A Group Fairness Lens for Large Language Models
    Guanqun Bi
    ,
    Yuqiang Xie
    ,
    Lei Shen
    ,
    Yanan Cao
  40. 40
    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
    ,
    Ivan Tsvigun
    ,
    Zhuohan Xie
    ,
    Igor Kiselev
    ,
    Nico Daheim
    ,
    Caiqi Zhang
    ,
    Artem Vazhentsev
    ,
    Mrinmaya Sachan
    ,
    Preslav Nakov
    ,
    Timothy Baldwin
  41. 41
    A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems
    Alex Duchnowski
    ,
    Ellie Pavlick
    ,
    Alexander Koller
  42. 42
    A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
    Xiao Wu
    ,
    Ting-Zhu Huang
    ,
    Liang-Jian Deng
    ,
    Yanyuan Qiao
    ,
    Imran Razzak
    ,
    Yutong Xie
  43. 43
    A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality
    Hanbo Huang
    ,
    Yihan Li
    ,
    Bowen Jiang
    ,
    Bo Jiang
    ,
    Lin Liu
    ,
    Zhuotao Liu
    ,
    Ruoyu Sun
    ,
    Shiyu Liang
  44. 44
    A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis
    Davood Wadi
    ,
    Marc Fredette
  45. 45
    A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics
    Sayani Kundu
    ,
    Dushyant Sahoo
    ,
    Victor Li
    ,
    Jennifer Rabowsky
    ,
    Amit Varshney
  46. 46
    A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
    Hui Li
    ,
    Ante Wang
    ,
    Kunquan Li
    ,
    Zhihao Wang
    ,
    Liang Zhang
    ,
    Delai Qiu
    ,
    Qingsong Liu
    ,
    Jinsong Su
  47. 47
    A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse
    Xiaohan Ding
    ,
    Kaike Ping
    ,
    Buse Çarik
    ,
    Eugenia Ha Rim Rho
  48. 48
    A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications
    Sunayana Sitaram
    ,
    Adrian de Wynter
    ,
    Isobel McCrum
    ,
    Qilong Gu
    ,
    Si-Qing Chen
  49. 49
    A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
    Lingjun Zhao
    ,
    Hal Daumé III
  50. 50
    A Position Paper on the Automatic Generation of Machine Learning Leaderboards
    Roelien C. Timmer
    ,
    Yufang Hou
    ,
    Stephen Wan