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EACL 2024: all accepted papers

281 papers · page 1 of 3 · the most cited first · ← EACL 2024

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  1. RAGAs: Automated Evaluation of Retrieval Augmented GenerationShahul Es, Jithin James, Luis Espinosa Anke et al. · System Demonstrations537 citations
  2. Large Language Models for Mathematical Reasoning: Progresses and ChallengesJanice Ahn, Rishu Verma, Renze Lou et al. · Student Research Workshop88 citations · our summary
  3. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMsSimone Balloccu, Patrícia Schmidtová, Mateusz Lango et al. · Long Papers · 🏆 Best Non-publicized Paper Award53 citations · our summary
  4. Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language ModelsNatalie Shapira, Mosh Levy, Seyed Hossein Alavi et al. · Long Papers38 citations
  5. M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text DetectionYuxia Wang, Jonibek Mansurov, Petar Ivanov et al. · Long Papers · 🏆 Resource Paper Award37 citations
  6. Learning to Retrieve In-Context Examples for Large Language ModelsLiang Wang, Nan Yang, Furu Wei · Long Papers27 citations · our summary
  7. MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning TasksLei Zhang, Yuge Zhang, Kan Ren et al. · Long Papers · 🏆 Outstanding Paper Award26 citations
  8. Generating Benchmarks for Factuality Evaluation of Language ModelsDor Muhlgay, Ori Ram, Inbal Magar et al. · Long Papers22 citations · our summary
  9. LAraBench: Benchmarking Arabic AI with Large Language ModelsAhmed Abdelali, Hamdy Mubarak, Shammur Absar Chowdhury et al. · Long Papers21 citations · our summary
  10. LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language ModelsAdian Liusie, Potsawee Manakul, Mark Gales · Long Papers20 citations · our summary
  11. MEGAnno+: A Human-LLM Collaborative Annotation SystemHannah Kim, Kushan Mitra, Rafael Li Chen et al. · System Demonstrations19 citations
  12. The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification TasksAnders Giovanni Møller, Arianna Pera, Jacob Dalsgaard et al. · Short Papers19 citations
  13. Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment LexiconFajri Koto, Tilman Beck, Zeerak Talat et al. · Long Papers19 citations
  14. Aligning Large and Small Language Models via Chain-of-Thought ReasoningLeonardo Ranaldi, Andre Freitas · Long Papers18 citations · our summary
  15. LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale InstructionsMinghao Wu, Abdul Waheed, Chiyu Zhang et al. · Long Papers16 citations
  16. Multi-party Multimodal Conversations Between Patients, Their Companions, and a Social Robot in a Hospital Memory ClinicAngus Addlesee, Neeraj Cherakara, Nivan Nelson et al. · System Demonstrations · 🏆 Best Demo Award15 citations
  17. NevIR: Negation in Neural Information RetrievalOrion Weller, Dawn Lawrie, Benjamin Van Durme · Long Papers14 citations
  18. Sensitivity, Performance, Robustness: Deconstructing the Effect of Sociodemographic PromptingTilman Beck, Hendrik Schuff, Anne Lauscher et al. · Long Papers · 🏆 Social Impact Award14 citations · our summary
  19. Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text GenerationKun Zhou, Yifan Li, Xin Zhao et al. · Long Papers · 🏆 Evaluation and Model Insight Award13 citations
  20. AnthroScore: A Computational Linguistic Measure of AnthropomorphismMyra Cheng, Kristina Gligorić, Tiziano Piccardi et al. · Long Papers12 citations
  21. Argument Mining as a Text-to-Text Generation TaskMasayuki Kawarada, Tsutomu Hirao, Wataru Uchida et al. · Long Papers12 citations
  22. Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel ImagesKathleen Fraser, Svetlana Kiritchenko · Long Papers12 citations
  23. Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLMRuohong Zhang, Yau-Shian Wang, Yiming Yang · Long Papers12 citations
  24. REFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard et al. · Long Papers12 citations
  25. SPUQ: Perturbation-Based Uncertainty Quantification for Large Language ModelsXiang Gao, Jiaxin Zhang, Lalla Mouatadid et al. · Long Papers12 citations
  26. Creating Suspenseful Stories: Iterative Planning with Large Language ModelsKaige Xie, Mark Riedl · Long Papers11 citations
  27. Investigating Agency of LLMs in Human-AI Collaboration TasksAshish Sharma, Sudha Rao, Chris Brockett et al. · Long Papers11 citations
  28. LLMs for Low Resource Languages in Multilingual, Multimodal and Dialectal SettingsFiroj Alam, Shammur Absar Chowdhury, Sabri Boughorbel et al. · Tutorial Abstracts11 citations
  29. Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive DecodingRico Sennrich, Jannis Vamvas, Alireza Mohammadshahi · Short Papers11 citations
  30. Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from DocumentsIshani Mondal, Shwetha S, Anandhavelu Natarajan et al. · Long Papers11 citations
  31. Uncovering Stereotypes in Large Language Models: A Task Complexity-based ApproachHari Shrawgi, Prasanjit Rath, Tushar Singhal et al. · Long Papers11 citations
  32. Answering legal questions from laymen in German civil law systemMarius Büttner, Ivan Habernal · Long Papers10 citations
  33. Corpus-Steered Query Expansion with Large Language ModelsYibin Lei, Yu Cao, Tianyi Zhou et al. · Short Papers10 citations
  34. UP5: Unbiased Foundation Model for Fairness-aware RecommendationWenyue Hua, Yingqiang Ge, Shuyuan Xu et al. · Long Papers10 citations
  35. Flow Matching for Conditional Text Generation in a Few Sampling StepsVincent Hu, Di Wu, Yuki Asano et al. · Short Papers9 citations
  36. Gradient-Based Language Model Red TeamingNevan Wichers, Carson Denison, Ahmad Beirami · Long Papers9 citations
  37. Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral EmotionYujin Kang, Yoon-Sik Cho · Long Papers9 citations
  38. LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured TextDor Bernsohn, Gil Semo, Yaron Vazana et al. · Long Papers9 citations
  39. NNOSE: Nearest Neighbor Occupational Skill ExtractionMike Zhang, Rob van der Goot, Min-Yen Kan et al. · Long Papers9 citations
  40. Topic-guided Example Selection for Domain Adaptation in LLM-based Machine TranslationSeth Aycock, Rachel Bawden · Student Research Workshop9 citations
  41. FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception ModelZhilu Zhang, Procheta Sen, Zimu Wang et al. · Long Papers8 citations
  42. PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long DocumentsSimeng Sun, Yang Liu, Shuohang Wang et al. · Long Papers8 citations
  43. Smaller Language Models are Better Zero-shot Machine-Generated Text DetectorsNiloofar Mireshghallah, Justus Mattern, Sicun Gao et al. · Short Papers8 citations
  44. ViLexNorm: A Lexical Normalization Corpus for Vietnamese Social Media TextThanh-Nhi Nguyen, Thanh-Phong Le, Kiet Nguyen · Long Papers8 citations
  45. Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback LearningDongyub Lee, Eunhwan Park, Hodong Lee et al. · Long Papers7 citations
  46. Can we obtain significant success in RST discourse parsing by using Large Language Models?Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito et al. · Long Papers7 citations · our summary
  47. Frequency Explains the Inverse Correlation of Large Language Models' Size, Training Data Amount, and Surprisal's Fit to Reading TimesByung-Doh Oh, Shisen Yue, William Schuler · Long Papers7 citations
  48. HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text ClassificationVidit Jain, Mukund Rungta, Yuchen Zhuang et al. · Long Papers7 citations
  49. Improving the TENOR of Labeling: Re-evaluating Topic Models for Content AnalysisZongxia Li, Andrew Mao, Daniel Stephens et al. · Long Papers7 citations
  50. Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal ExplanationsPrince Jha, Krishanu Maity, Raghav Jain et al. · Long Papers7 citations
  51. Parameter-Efficient Conversational Recommender System as a Language Processing TaskMathieu Ravaut, Hao Zhang, Lu Xu et al. · Long Papers7 citations
  52. SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State TrackingAtharva Kulkarni, Bo-Hsiang Tseng, Joel Ruben Antony Moniz et al. · Long Papers7 citations
  53. Text-Guided Image ClusteringAndreas Stephan, Lukas Miklautz, Kevin Sidak et al. · Long Papers7 citations
  54. Asking the Right Question at the Right Time: Human and Model Uncertainty Guidance to Ask Clarification QuestionsAlberto Testoni, Raquel Fernández · Long Papers6 citations
  55. Equipping Language Models with Tool Use Capability for Tabular Data Analysis in FinanceAdrian Theuma, Ehsan Shareghi · Short Papers6 citations
  56. From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video TranscriptionsFabian Retkowski, Alexander Waibel · Long Papers6 citations
  57. Language Models as Inductive ReasonersZonglin Yang, Li Dong, Xinya Du et al. · Long Papers6 citations · our summary
  58. Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical StudyZhaoyue Sun, Gabriele Pergola, Byron Wallace et al. · Short Papers6 citations
  59. A Comparative Multidimensional Analysis of Empathetic SystemsAndrew Lee, Jonathan K. Kummerfeld, Larry Ann et al. · Long Papers5 citations
  60. A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and BeyondAbhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel et al. · Long Papers5 citations
  61. Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label EmbeddingsGoncalo Gomes, Isabel Coutinho, Bruno Martins · Long Papers5 citations
  62. Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content DetectionEftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque et al. · Student Research Workshop5 citations
  63. Arabic Synonym BERT-based Adversarial Examples for Text ClassificationNorah Alshahrani, Saied Alshahrani, Esma Wali et al. · Student Research Workshop5 citations
  64. Archer: A Human-Labeled Text-to-SQL Dataset with Arithmetic, Commonsense and Hypothetical ReasoningDanna Zheng, Mirella Lapata, Jeff Pan · Long Papers5 citations
  65. CEAN: Contrastive Event Aggregation Network with LLM-based Augmentation for Event ExtractionZihao Meng, Tao Liu, Heng Zhang et al. · Long Papers5 citations
  66. Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues TestAditi Khandelwal, Utkarsh Agarwal, Kumar Tanmay et al. · Long Papers5 citations
  67. DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment InconsistenciesAnh Dau, Jin L.C. Guo, Nghi Bui · System Demonstrations5 citations
  68. Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation TasksHuajian Zhang, Yumo Xu, Laura Perez-Beltrachini · Long Papers5 citations
  69. Identifying Narrative Content in Podcast TranscriptsYosra Abdessamed, Shadi Rezapour, Steven Wilson · Long Papers5 citations
  70. Less is More for Long Document Summary Evaluation by LLMsYunshu Wu, Hayate Iso, Pouya Pezeshkpour et al. · Short Papers5 citations
  71. NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image GenerationShachar Rosenman, Vasudev Lal, Phillip Howard · System Demonstrations5 citations
  72. Over-Reasoning and Redundant Calculation of Large Language ModelsCheng-Han Chiang, Hung-yi Lee · Short Papers5 citations
  73. “According to . . . “: Prompting Language Models Improves Quoting from Pre-Training DataOrion Weller, Marc Marone, Nathaniel Weir et al. · Long Papers5 citations
  74. A Multimodal Framework to Detect Target Aware Aggression in MemesShawly Ahsan, Eftekhar Hossain, Omar Sharif et al. · Long Papers4 citations
  75. Anchor Points: Benchmarking Models with Much Fewer ExamplesRajan Vivek, Kawin Ethayarajh, Diyi Yang et al. · Long Papers4 citations
  76. Anisotropy Is Inherent to Self-Attention in TransformersNathan Godey, Éric Clergerie, Benoît Sagot · Long Papers4 citations
  77. Defending Against Disinformation Attacks in Open-Domain Question AnsweringOrion Weller, Aleem Khan, Nathaniel Weir et al. · Short Papers4 citations
  78. Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge BasesYiheng Shu, Zhiwei Yu · Student Research Workshop4 citations
  79. Dynamic Masking Rate Schedules for MLM PretrainingZachary Ankner, Naomi Saphra, Davis Blalock et al. · Short Papers4 citations
  80. Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged NovelsKanishka Silva, Ingo Frommholz, Burcu Can et al. · Student Research Workshop4 citations
  81. Kardeş-NLU: Transfer to Low-Resource Languages with the Help of a High-Resource Cousin – A Benchmark and Evaluation for Turkic LanguagesLütfi Kerem Senel, Benedikt Ebing, Konul Baghirova et al. · Long Papers · 🏆 Outstanding Paper Award4 citations
  82. Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence EmbeddingKaiyan Zhao, Qiyu Wu, Xin-Qiang Cai et al. · Long Papers4 citations
  83. Quantifying the Hyperparameter Sensitivity of Neural Networks for Character-level Sequence-to-Sequence TasksAdam Wiemerslage, Kyle Gorman, Katharina von der Wense · Long Papers4 citations
  84. SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen et al. · Long Papers4 citations
  85. TESS: Text-to-Text Self-Conditioned Simplex DiffusionRabeeh Karimi Mahabadi, Hamish Ivison, Jaesung Tae et al. · Long Papers4 citations
  86. TextBI: An Interactive Dashboard for Visualizing Multidimensional NLP Annotations in Social Media DataMaxime Masson, Christian Sallaberry, Marie-Noelle Bessagnet et al. · System Demonstrations4 citations
  87. The KIND Dataset: A Social Collaboration Approach for Nuanced Dialect Data CollectionAsma Yamani, Raghad Alziyady, Reem AlYami et al. · Student Research Workshop4 citations
  88. Translate to Disambiguate: Zero-shot Multilingual Word Sense Disambiguation with Pretrained Language ModelsHaoqiang Kang, Terra Blevins, Luke Zettlemoyer · Long Papers4 citations
  89. “It's how you do things that matters”: Attending to Process to Better Serve Indigenous Communities with Language TechnologiesNed Cooper, Courtney Heldreth, Ben Hutchinson · Short Papers4 citations
  90. AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource RegimesJuhwan Choi, Kyohoon Jin, Junho Lee et al. · Student Research Workshop3 citations
  91. Characterizing the Confidence of Large Language Model-Based Automatic Evaluation MetricsRickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara · Short Papers3 citations
  92. Comparing Knowledge Sources for Open-Domain Scientific Claim VerificationJuraj Vladika, Florian Matthes · Long Papers3 citations
  93. EXPLORER: Exploration-guided Reasoning for Textual Reinforcement LearningKinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury et al. · Long Papers3 citations
  94. Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic RefinementXin Quan, Marco Valentino, Louise Dennis et al. · Long Papers3 citations
  95. Exploring Data Augmentation in Neural DRS-to-Text GenerationMuhammad Saad Amin, Luca Anselma, Alessandro Mazzei · Long Papers3 citations
  96. GUMsley: Evaluating Entity Salience in Summarization for 12 English GenresJessica Lin, Amir Zeldes · Long Papers3 citations · our summary
  97. Generation, Distillation and Evaluation of Motivational Interviewing-Style Reflections with a Foundational Language ModelAndrew Brown, Jiading Zhu, Mohamed Abdelwahab et al. · Long Papers3 citations
  98. Generative Data Augmentation using LLMs improves Distributional Robustness in Question AnsweringArijit Chowdhury, Aman Chadha · Student Research Workshop3 citations
  99. HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine ConversationsAnthony Sicilia, Jennifer Gates, Malihe Alikhani · Long Papers3 citations
  100. Improving Generalization in Semantic Parsing by Increasing Natural Language VariationIrina Saparina, Mirella Lapata · Long Papers3 citations

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