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EACL 2023: all accepted papers

335 papers · page 1 of 4 · the most cited first · ← EACL 2023

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  1. MTEB: Massive Text Embedding BenchmarkNiklas Muennighoff, Nouamane Tazi, Loic Magne et al.503 citations · our summary
  2. Should You Mask 15% in Masked Language Modeling?Alexander Wettig, Tianyu Gao, Zexuan Zhong et al.145 citations
  3. DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank AdaptationMojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev et al.121 citations · our summary
  4. DREEAM: Guiding Attention with Evidence for Improving Document-Level Relation ExtractionYoumi Ma, An Wang, Naoaki Okazaki88 citations
  5. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language ModelsArchiki Prasad, Peter Hase, Xiang Zhou et al.76 citations · our summary
  6. A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training MethodsZhihan Zhang, Wenhao Yu, Mengxia Yu et al.68 citations
  7. Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationNuno M. Guerreiro, Elena Voita, André Martins60 citations · our summary
  8. An In-depth Analysis of Implicit and Subtle Hate Speech MessagesNicolás Benjamín Ocampo, Ekaterina Sviridova, Elena Cabrio et al.57 citations
  9. NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local LanguagesGenta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya et al. · 🏆 EACL Outstanding Paper56 citations · our summary
  10. An Empirical Study of Clinical Note Generation from Doctor-Patient EncountersAsma Ben Abacha, Wen-wai Yim, Yadan Fan et al.54 citations
  11. A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language ProcessingSophie Henning, William Beluch, Alexander Fraser et al.50 citations
  12. Don't Blame the Annotator: Bias Already Starts in the Annotation InstructionsMihir Parmar, Swaroop Mishra, Mor Geva et al. · 🏆 EACL Outstanding Paper42 citations
  13. Retrieval-augmented Image CaptioningRita Ramos, Desmond Elliott, Bruno Martins42 citations
  14. Nationality Bias in Text GenerationPranav Narayanan Venkit, Sanjana Gautam, Ruchi Panchanadikar et al.39 citations
  15. Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable SurveySachin Kumar, Vidhisha Balachandran, Lucille Njoo et al.37 citations · our summary
  16. Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-trainingWenliang Dai, Zihan Liu, Ziwei Ji et al.32 citations
  17. Faithfulness-Aware Decoding Strategies for Abstractive SummarizationDavid Wan, Mengwen Liu, Kathleen McKeown et al.31 citations
  18. On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on CodexTerry Yue Zhuo, Zhuang Li, Yujin Huang et al.30 citations
  19. When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text SummarizationFaisal Ladhak, Esin Durmus, Mirac Suzgun et al.30 citations
  20. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationKalpesh Krishna, Erin Bransom, Bailey Kuehl et al. · 🏆 EACL Outstanding Paper29 citations · our summary
  21. ferret: a Framework for Benchmarking Explainers on TransformersGiuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura et al. · System Demonstrations28 citations
  22. Why Don't You Do It Right? Analysing Annotators' Disagreement in Subjective TasksMarta Sandri, Elisa Leonardelli, Sara Tonelli et al.27 citations
  23. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceWei Zhao, Michael Strube, Steffen Eger25 citations · our summary
  24. FrameBERT: Conceptual Metaphor Detection with Frame Embedding LearningYucheng Li, Shun Wang, Chenghua Lin et al.25 citations
  25. CTC Alignments Improve Autoregressive TranslationBrian Yan, Siddharth Dalmia, Yosuke Higuchi et al.24 citations
  26. Opportunities and Challenges in Neural Dialog TutoringJakub Macina, Nico Daheim, Lingzhi Wang et al.24 citations
  27. ViHOS: Hate Speech Spans Detection for VietnamesePhu Gia Hoang, Canh Duc Luu, Khanh Quoc Tran et al.24 citations
  28. Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language ModelsPeter Hase, Mona Diab, Asli Celikyilmaz et al.23 citations
  29. COVID-VTS: Fact Extraction and Verification on Short Video PlatformsFuxiao Liu, Yaser Yacoob, Abhinav Shrivastava22 citations
  30. Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksAntoine Louis, Gijs van Dijck, Gerasimos Spanakis22 citations
  31. Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph ReasoningChunyang Jiang, Tianchen Zhu, Haoyi Zhou et al.22 citations
  32. MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot PromptingOscar Mañas, Pau Rodriguez Lopez, Saba Ahmadi et al.21 citations
  33. Document-Level Planning for Text SimplificationLiam Cripwell, Joël Legrand, Claire Gardent19 citations
  34. On Evaluation of Document Classification with RVL-CDIPStefan Larson, Gordon Lim, Kevin Leach19 citations
  35. Summarize and Generate to Back-translate: Unsupervised Translation of Programming LanguagesWasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray et al.19 citations
  36. TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge GraphsAditya Sharma, Apoorv Saxena, Chitrank Gupta et al.19 citations
  37. Automatic Evaluation and Analysis of Idioms in Neural Machine TranslationChristos Baziotis, Prashant Mathur, Eva Hasler18 citations · our summary
  38. Characterizing the Entities in Harmful Memes: Who is the Hero, the Villain, the Victim?Shivam Sharma, Atharva Kulkarni, Tharun Suresh et al.18 citations
  39. Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question AnsweringWenhu Chen, Pat Verga, Michiel de Jong et al.17 citations
  40. LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav Goldberg17 citations · our summary
  41. Metaphor Detection with Effective Context DenoisingShun Wang, Yucheng Li, Chenghua Lin et al.17 citations
  42. Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language ModelsSepehr Janghorbani, Gerard De Melo17 citations
  43. Selective In-Context Data Augmentation for Intent Detection using Pointwise V-InformationYen-Ting Lin, Alexandros Papangelis, Seokhwan Kim et al.17 citations
  44. Synthesizing Human Gaze Feedback for Improved NLP PerformanceVarun Khurana, Yaman Kumar, Nora Hollenstein et al.16 citations
  45. Uncovering Implicit Inferences for Improved Relational Argument MiningAmeer Saadat-Yazdi, Jeff Z. Pan, Nadin Kokciyan16 citations
  46. A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun ConstructionKyle Mahowald15 citations
  47. COMPS: Conceptual Minimal Pair Sentences for testing Robust Property Knowledge and its Inheritance in Pre-trained Language ModelsKanishka Misra, Julia Rayz, Allyson Ettinger · 🏆 EACL Best Paper15 citations
  48. Large Scale Multi-Lingual Multi-Modal Summarization DatasetYash Verma, Anubhav Jangra, Raghvendra Kumar et al.15 citations
  49. Semantic Parsing for Conversational Question Answering over Knowledge GraphsLaura Perez-Beltrachini, Parag Jain, Emilio Monti et al.15 citations
  50. UScore: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine TranslationJonas Belouadi, Steffen Eger · 🏆 EACL Outstanding Paper15 citations
  51. Understanding Transformer Memorization Recall Through IdiomsAdi Haviv, Ido Cohen, Jacob Gidron et al.15 citations · our summary
  52. Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level CentralityXinnian Liang, Shuangzhi Wu, Chenhao Cui et al.14 citations
  53. Enhancing Multi-Document Summarization with Cross-Document Graph-based Information ExtractionZixuan Zhang, Heba Elfardy, Markus Dreyer et al.14 citations
  54. LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form ControlYilun Zhao, Zhenting Qi, Linyong Nan et al.14 citations
  55. Small-Text: Active Learning for Text Classification in PythonChristopher Schröder, Lydia Müller, Andreas Niekler et al. · System Demonstrations · 🏆 EACL Best System Demonstration14 citations
  56. A Federated Approach for Hate Speech DetectionJay Gala, Deep Gandhi, Jash Mehta et al.13 citations
  57. Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in FrenchNicolas Hiebel, Olivier Ferret, Karen Fort et al.13 citations
  58. Efficient Hybrid Generation Framework for Aspect-Based Sentiment AnalysisHaoran Lv, Junyi Liu, Henan Wang et al.13 citations
  59. KGVL-BART: Knowledge Graph Augmented Visual Language BART for Radiology Report GenerationKaveri Kale, Pushpak Bhattacharyya, Milind Gune et al.13 citations
  60. Parameter-efficient Modularised Bias Mitigation via AdapterFusionDeepak Kumar, Oleg Lesota, George Zerveas et al.13 citations
  61. Penguins Don't Fly: Reasoning about Generics through Instantiations and ExceptionsEmily Allaway, Jena D. Hwang, Chandra Bhagavatula et al.13 citations
  62. SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning ModelsHaozhe An, Zongxia Li, Jieyu Zhao et al.13 citations
  63. The NLP Task Effectiveness of Long-Range TransformersGuanghui Qin, Yukun Feng, Benjamin Van Durme13 citations
  64. What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical StudyMohamed Abdalla, Krishnapriya Vishnubhotla, Saif Mohammad13 citations
  65. Improving Cross-modal Alignment for Text-Guided Image InpaintingYucheng Zhou, Guodong Long12 citations
  66. Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence ReasoningHongyin Luo, James Glass12 citations
  67. MetaQA: Combining Expert Agents for Multi-Skill Question AnsweringHaritz Puerto, Gözde Şahin, Iryna Gurevych12 citations
  68. Multilingual Representation Distillation with Contrastive LearningWeiting Tan, Kevin Heffernan, Holger Schwenk et al.12 citations
  69. Multimodal Event Transformer for Image-guided Story Ending GenerationYucheng Zhou, Guodong Long12 citations
  70. Prompt Tuning with Contradictory Intentions for Sarcasm RecognitionYiyi Liu, Ruqing Zhang, Yixing Fan et al.12 citations · our summary
  71. Robustness Challenges in Model Distillation and Pruning for Natural Language UnderstandingMengnan Du, Subhabrata Mukherjee, Yu Cheng et al.12 citations
  72. Towards Integration of Discriminability and Robustness for Document-Level Relation ExtractionJia Guo, Stanley Kok, Lidong Bing12 citations
  73. Towards Speech to Speech Machine Translation focusing on Indian LanguagesVandan Mujadia, Dipti Sharma · System Demonstrations12 citations
  74. UDAPTER - Efficient Domain Adaptation Using AdaptersBhavitvya Malik, Abhinav Ramesh Kashyap, Min-Yen Kan et al.12 citations
  75. What's New? Summarizing Contributions in Scientific LiteratureHiroaki Hayashi, Wojciech Kryscinski, Bryan McCann et al.12 citations
  76. Closed-book Question Generation via Contrastive LearningXiangjue Dong, Jiaying Lu, Jianling Wang et al.11 citations
  77. Extracting or Guessing? Improving Faithfulness of Event Temporal Relation ExtractionHaoyu Wang, Hongming Zhang, Yuqian Deng et al.11 citations
  78. Quantifying Context Mixing in TransformersHosein Mohebbi, Willem Zuidema, Grzegorz Chrupała et al.11 citations
  79. Question Generation Using Sequence-to-Sequence Model with Semantic Role LabelsAlireza Naeiji, Aijun An, Heidar Davoudi et al.11 citations
  80. Representation biases in sentence transformersDmitry Nikolaev, Sebastian Padó11 citations
  81. Unified Neural Topic Model via Contrastive Learning and Term WeightingSungwon Han, Mingi Shin, Sungkyu Park et al.11 citations
  82. What Did You Learn To Hate? A Topic-Oriented Analysis of Generalization in Hate Speech DetectionTom Bourgeade, Patricia Chiril, Farah Benamara et al.11 citations
  83. CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation ModelsSteven Y. Feng, Vivek Khetan, Bogdan Sacaleanu et al.10 citations
  84. Conversational Emotion-Cause Pair Extraction with Guided Mixture of ExpertsDongJin Jeong, JinYeong Bak10 citations
  85. Generation-Based Data Augmentation for Offensive Language Detection: Is It Worth It?Camilla Casula, Sara Tonelli10 citations
  86. LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge DistillationZhuoyuan Mao, Tetsuji Nakagawa10 citations
  87. SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource DomainsKoustava Goswami, Lukas Lange, Jun Araki et al.10 citations
  88. A Psycholinguistic Analysis of BERT's Representations of CompoundsLars Buijtelaar, Sandro Pezzelle9 citations
  89. A weakly supervised textual entailment approach to zero-shot text classificationMarc Pàmies, Joan Llop, Francesco Multari et al.9 citations
  90. Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current ChallengesSanjana Ramprasad, Jered Mcinerney, Iain Marshall et al. · System Demonstrations9 citations
  91. Clinical Text Anonymization, its Influence on Downstream NLP Tasks and the Risk of Re-IdentificationIyadh Ben Cheikh Larbi, Aljoscha Burchardt, Roland Roller · Student Research Workshop9 citations
  92. Combining Parameter-efficient Modules for Task-level GeneralisationEdoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio et al.9 citations
  93. CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge GraphsChau Duc Minh Nguyen, Tim French, Wei Liu et al.9 citations
  94. Exploiting Summarization Data to Help Text SimplificationRenliang Sun, Zhixian Yang, Xiaojun Wan9 citations
  95. Multimodal Graph Transformer for Multimodal Question AnsweringXuehai He, Xin Wang9 citations
  96. Scaling Back-Translation with Domain Text Generation for Sign Language Gloss TranslationJinhui Ye, Wenxiang Jiao, Xing Wang et al.9 citations
  97. Socratic Question Generation: A Novel Dataset, Models, and EvaluationBeng Heng Ang, Sujatha Das Gollapalli, See-Kiong Ng9 citations
  98. Weakly-Supervised Questions for Zero-Shot Relation ExtractionSaeed Najafi, Alona Fyshe9 citations
  99. Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine TranslationMinghao Wu, George Foster, Lizhen Qu et al.8 citations
  100. INCOGNITUS: A Toolbox for Automated Clinical Notes AnonymizationBruno Ribeiro, Vitor Rolla, Ricardo Santos · System Demonstrations8 citations

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