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EMNLP 2024

A*

The annual Conference on Empirical Methods in Natural Language Processing

Official site ↗
2,454
accepted papers
9,879
authors
November 12 - 16, 2024
dates
USA
location

300 / 2,454 papers

  1. 1
    "A good pun is its own reword": Can Large Language Models Understand Puns?
    Zhijun Xu
    ,
    Siyu Yuan
    ,
    Lingjie Chen
    ,
    Deqing Yang
  2. 2
    "Any Other Thoughts, Hedgehog?" Linking Deliberation Chains in Collaborative Dialogues
    Abhijnan Nath
    ,
    Videep Venkatesha
    ,
    Mariah Bradford
    ,
    Avyakta Chelle
    ,
    Austin C. Youngren
    ,
    Carlos Mabrey
    ,
    Nathaniel Blanchard
    ,
    Nikhil Krishnaswamy
  3. 3
    "Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models
    Karina Halevy
    ,
    Anna Sotnikova
    ,
    Badr AlKhamissi
    ,
    Syrielle Montariol
    ,
    Antoine Bosselut
  4. 4
    "Global is Good, Local is Bad?": Understanding Brand Bias in LLMs
    Mahammed Kamruzzaman
    ,
    Hieu Nguyen
    ,
    Gene Louis Kim
  5. 5
    "I Never Said That": A dataset, taxonomy and baselines on response clarity classification
    Konstantinos Thomas
    ,
    Giorgos Filandrianos
    ,
    Maria Lymperaiou
    ,
    Chrysoula Zerva
    ,
    Giorgos Stamou
  6. 6
    "Image, Tell me your story!" Predicting the original meta-context of visual misinformation
    Jonathan Tonglet
    ,
    Marie-Francine Moens
    ,
    Iryna Gurevych
  7. 7
    "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
    Chuanqi Cheng
    ,
    Quan Tu
    ,
    Wei Wu
    ,
    Shuo Shang
    ,
    Cunli Mao
    ,
    Zhengtao Yu
    ,
    Rui Yan
  8. 8
    "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
    Nandan Thakur
    ,
    Luiz Bonifacio
    ,
    Xinyu Zhang
    ,
    Odunayo Ogundepo
    ,
    Ehsan Kamalloo
    ,
    David Alfonso-Hermelo
    ,
    Xiaoguang Li
    ,
    Qun Liu
    ,
    Boxing Chen
    ,
    Mehdi Rezagholizadeh
    ,
    Jimmy Lin
  9. 9
    "Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
    Beiduo Chen
    ,
    Xinpeng Wang
    ,
    Siyao Peng
    ,
    Robert Litschko
    ,
    Anna Korhonen
    ,
    Barbara Plank
  10. 10
    "They are uncultured": Unveiling Covert Harms and Social Threats in LLM Generated Conversations
    Preetam Prabhu Srikar Dammu
    ,
    Hayoung Jung
    ,
    Anjali Singh
    ,
    Monojit Choudhury
    ,
    Tanushree Mitra
  11. 11
    "Thinking" Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models
    Shaz Furniturewala
    ,
    Surgan Jandial
    ,
    Abhinav Java
    ,
    Pragyan Banerjee
    ,
    Simra Shahid
    ,
    Sumit Bhatia
    ,
    Kokil Jaidka
  12. 12
    "We Demand Justice!": Towards Social Context Grounding of Political Texts
    Rajkumar Pujari
    ,
    Chengfei Wu
    ,
    Dan Goldwasser
  13. 13
    "What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs
    Ran Zmigrod
    ,
    Pranav Shetty
    ,
    Mathieu Sibue
    ,
    Zhiqiang Ma
    ,
    Armineh Nourbakhsh
    ,
    Xiaomo Liu
    ,
    Manuela Veloso
  14. 14
    "You Gotta be a Doctor, Lin" : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations
    Huy Nghiem
    ,
    John Prindle
    ,
    Jieyu Zhao
    ,
    Hal Daumé III
  15. 15
    'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews
    Sandeep Kumar
    ,
    Mohit Sahu
    ,
    Vardhan Gacche
    ,
    Tirthankar Ghosal
    ,
    Asif Ekbal
  16. 16
    1+1\textgreater2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?
    Yue Huang
    ,
    Chenrui Fan
    ,
    Yuan Li
    ,
    Siyuan Wu
    ,
    Tianyi Zhou
    ,
    Xiangliang Zhang
    ,
    Lichao Sun
  17. 17
    A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution
    Zhengmian Hu
    ,
    Tong Zheng
    ,
    Heng Huang
  18. 18
    A Closer Look at Multidimensional Online Political Incivility
    Sagi Pendzel
    ,
    Nir Lotan
    ,
    Alon Zoizner
    ,
    Einat Minkov
  19. 19
    A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection
    Xiaotong Zhang
    ,
    Xinyi Li
    ,
    Feng Zhang
    ,
    Zhiyi Wei
    ,
    Junfeng Liu
    ,
    Han Liu
  20. 20
    A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives
    Zihao Li
    ,
    Shaoxiong Ji
    ,
    Timothee Mickus
    ,
    Vincent Segonne
    ,
    Jörg Tiedemann
  21. 21
    A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models
    Pranab Sahoo
    ,
    Prabhash Meharia
    ,
    Akash Ghosh
    ,
    Sriparna Saha
    ,
    Vinija Jain
    ,
    Aman Chadha
  22. 22
    A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
    Yu Zhang
    ,
    Xiusi Chen
    ,
    Bowen Jin
    ,
    Sheng Wang
    ,
    Shuiwang Ji
    ,
    Wei Wang
    ,
    Jiawei Han
  23. 23
    A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites
    Anna Hätty
    ,
    Dragan Milchevski
    ,
    Kersten Döring
    ,
    Marko Putnikovic
    ,
    Mohsen Mesgar
    ,
    Filip Novovic
    ,
    Maximilian Braun
    ,
    Karina Borimann
    ,
    Igor Stranjanac
  24. 24
    A Critical Look at Meta-evaluating Summarisation Evaluation Metrics
    Xiang Dai
    ,
    Sarvnaz Karimi
    ,
    Biaoyan Fang
  25. 25
    A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers
    Chenyang Huang
    ,
    Hao Zhou
    ,
    Cameron Jen
    ,
    Kangjie Zheng
    ,
    Osmar R. Zaïane
    ,
    Lili Mou
  26. 26
    A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations
    Huacheng Song
    ,
    Hongzhi Xu
  27. 27
    A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies
    Ryan Shea
    ,
    Zhou Yu
  28. 28
    A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition
    Caio Corro
  29. 29
    A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval
    Yading Li
    ,
    Dandan Song
    ,
    Changzhi Zhou
    ,
    Yuhang Tian
    ,
    Hao Wang
    ,
    Ziyi Yang
    ,
    Shuhao Zhang
  30. 30
    A Generic Method for Fine-grained Category Discovery in Natural Language Texts
    Chang Tian
    ,
    Matthew B. Blaschko
    ,
    Wenpeng Yin
    ,
    Mingzhe Xing
    ,
    Yinliang Yue
    ,
    Marie-Francine Moens
  31. 31
    A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems
    Hugh McMahan
    ,
    Zheng Xu
    ,
    Yanxiang Zhang
  32. 32
    A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models
    Zhihao Wang
    ,
    Shiyu Liu
    ,
    Jianheng Huang
    ,
    Wang Zheng
    ,
    Yixuan Liao
    ,
    Xiaoxin Chen
    ,
    Junfeng Yao
    ,
    Jinsong Su
  33. 33
    A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks
    Elie Antoine
    ,
    Frédéric Béchet
    ,
    Géraldine Damnati
    ,
    Philippe Langlais
  34. 34
    A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation
    Irune Zubiaga
    ,
    Aitor Soroa
    ,
    Rodrigo Agerri
  35. 35
    A Morphology-Based Investigation of Positional Encodings
    Poulami Ghosh
    ,
    Shikhar Vashishth
    ,
    Raj Dabre
    ,
    Pushpak Bhattacharyya
  36. 36
    A Multi-Perspective Analysis of Memorization in Large Language Models
    Bowen Chen
    ,
    Namgi Han
    ,
    Yusuke Miyao
  37. 37
    A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks
    Tianyi Zhang
    ,
    Atta Norouzian
    ,
    Aanchan Mohan
    ,
    Frederick Ducatelle
  38. 38
    A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning
    Zhongwu Chen
    ,
    Long Bai
    ,
    Zixuan Li
    ,
    Zhen Huang
    ,
    Xiaolong Jin
    ,
    Yong Dou
  39. 39
    A Notion of Complexity for Theory of Mind via Discrete World Models
    Xuanqiang Angelo Huang
    ,
    Emanuele La Malfa
    ,
    Samuele Marro
    ,
    Andrea Asperti
    ,
    Anthony G. Cohn
    ,
    Michael J. Wooldridge
  40. 40
    A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios
    Samuel Ackerman
    ,
    Ella Rabinovich
    ,
    Eitan Farchi
    ,
    Ateret Anaby-Tavor
  41. 41
    A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners
    Bowen Jiang
    ,
    Yangxinyu Xie
    ,
    Zhuoqun Hao
    ,
    Xiaomeng Wang
    ,
    Tanwi Mallick
    ,
    Weijie Su
    ,
    Camillo J. Taylor
    ,
    Dan Roth
  42. 42
    A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents
    Ankan Mullick
    ,
    Sombit Bose
    ,
    Abhilash Nandy
    ,
    Gajula Chaitanya
    ,
    Pawan Goyal
  43. 43
    A Probability-Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors
    Naaman Tan
    ,
    Josef Valvoda
    ,
    Tianyu Liu
    ,
    Anej Svete
    ,
    Yanxia Qin
    ,
    Min-Yen Kan
    ,
    Ryan Cotterell
  44. 44
    A Psycholinguistic Evaluation of Language Models' Sensitivity to Argument Roles
    Eun-Kyoung Rosa Lee
    ,
    Sathvik Nair
    ,
    Naomi Feldman
  45. 45
    A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect
    Lingyun Song
    ,
    Chengkun Yang
    ,
    Xuanyu Li
    ,
    Xuequn Shang
  46. 46
    A Semantic Search Engine for Mathlib4
    Guoxiong Gao
    ,
    Haocheng Ju
    ,
    Jiedong Jiang
    ,
    Zihan Qin
    ,
    Bin Dong
  47. 47
    A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression
    Alessio Devoto
    ,
    Yu Zhao
    ,
    Simone Scardapane
    ,
    Pasquale Minervini
  48. 48
    A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation
    Yoo Hyun Jeong
    ,
    Myeong Soo Han
    ,
    Dong-Kyu Chae
  49. 49
    A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction
    Yinghao Li
    ,
    Rampi Ramprasad
    ,
    Chao Zhang
  50. 50
    A Simple LLM Framework for Long-Range Video Question-Answering
    Ce Zhang
    ,
    Taixi Lu
    ,
    Md Mohaiminul Islam
    ,
    Ziyang Wang
    ,
    Shoubin Yu
    ,
    Mohit Bansal
    ,
    Gedas Bertasius