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EMNLP 2023: all accepted papers

1,182 papers · page 5 of 12 · the most cited first · ← EMNLP 2023

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  1. POE: Process of Elimination for Multiple Choice Reasoning ↗Chenkai Ma, Xinya Du8 citations
  2. People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection ↗Indira Sen, Dennis Assenmacher, Mattia Samory et al.8 citations
  3. Program Translation via Code Distillation ↗Yufan Huang, Mengnan Qi, Yongqiang Yao et al.8 citations
  4. QA-NatVer: Question Answering for Natural Logic-based Fact Verification ↗Rami Aly, Marek Strong, Andreas Vlachos8 citations
  5. QACheck: A Demonstration System for Question-Guided Multi-Hop Fact-Checking ↗Liangming Pan, Xinyuan Lu, Min-Yen Kan et al. · System Demonstrations8 citations
  6. Question Answering as Programming for Solving Time-Sensitive Questions ↗Xinyu Zhu, Cheng Yang, Bei Chen et al.8 citations
  7. Relation-aware Ensemble Learning for Knowledge Graph Embedding ↗Ling Yue, Yongqi Zhang, Quanming Yao et al.8 citations
  8. Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models ↗Di Wu, Wasi Ahmad, Kai-Wei Chang8 citations
  9. Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? ↗Cheng Zhang, Jianyi Cheng, Ilia Shumailov et al.8 citations
  10. Robust Prompt Optimization for Large Language Models Against Distribution Shifts ↗Moxin Li, Wenjie Wang, Fuli Feng et al.8 citations
  11. SPT: Learning to Selectively Insert Prompts for Better Prompt Tuning ↗Wei Zhu, Ming Tan8 citations
  12. Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification ↗Liam Cripwell, Joël Legrand, Claire Gardent8 citations
  13. Sparse Universal Transformer ↗Shawn Tan, Yikang Shen, Zhenfang Chen et al.8 citations
  14. System Combination via Quality Estimation for Grammatical Error Correction ↗Muhammad Reza Qorib, Hwee Tou Ng8 citations
  15. The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment ↗Jared Fernandez, Jacob Kahn, Clara Na et al.8 citations
  16. To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing ↗Sireesh Gururaja, Amanda Bertsch, Clara Na et al.8 citations
  17. Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning ↗Sarkar Snigdha Sarathi Das, Ranran Haoran Zhang, Peng Shi et al.8 citations
  18. ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer ↗Huadai Liu, Rongjie Huang, Xuan Lin et al.8 citations
  19. clembench: Using Game Play to Evaluate Chat-Optimized Language Models as Conversational Agents ↗Kranti Chalamalasetti, Jana Götze, Sherzod Hakimov et al.8 citations
  20. A Diffusion Weighted Graph Framework for New Intent Discovery ↗Wenkai Shi, Wenbin An, Feng Tian et al.7 citations
  21. A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents ↗Benjamin Newman, Luca Soldaini, Raymond Fok et al.7 citations
  22. Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks ↗Po-Nien Kung, Fan Yin, Di Wu et al.7 citations
  23. BRAINTEASER: Lateral Thinking Puzzles for Large Language Models ↗Yifan Jiang, Filip Ilievski, Kaixin Ma et al.7 citations
  24. Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors ↗Marek Kubis, Paweł Skórzewski, Marcin Sowański et al.7 citations
  25. Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning ↗Ryan Shea, Zhou Yu7 citations
  26. CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding ↗Yixiao Ma, Yueyue Wu, Weihang Su et al.7 citations
  27. CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks ↗Hoang Nguyen, Ye Liu, Chenwei Zhang et al.7 citations
  28. Conceptor-Aided Debiasing of Large Language Models ↗Li S. Yifei, Lyle Ungar, João Sedoc7 citations
  29. Controlling Pre-trained Language Models for Grade-Specific Text Simplification ↗Sweta Agrawal, Marine Carpuat7 citations
  30. Cultural Concept Adaptation on Multimodal Reasoning ↗Zhi Li, Yin Zhang7 citations
  31. Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA ↗David Heineman, Yao Dou, Mounica Maddela et al.7 citations
  32. Deciphering Stereotypes in Pre-Trained Language Models ↗Weicheng Ma, Henry Scheible, Brian Wang et al.7 citations
  33. Detecting Propaganda Techniques in Code-Switched Social Media Text ↗Muhammad Umar Salman, Asif Hanif, Shady Shehata et al.7 citations
  34. Discovering Universal Geometry in Embeddings with ICA ↗Hiroaki Yamagiwa, Momose Oyama, Hidetoshi Shimodaira7 citations
  35. EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification ↗Yingjie Zhu, Jiasheng Si, Yibo Zhao et al.7 citations
  36. EasyQuant: An Efficient Data-free Quantization Algorithm for LLMs ↗Hanlin Tang, Yifu Sun, Decheng Wu et al.7 citations
  37. Expand, Highlight, Generate: RL-driven Document Generation for Passage Reranking ↗Arian Askari, Mohammad Aliannejadi, Chuan Meng et al.7 citations
  38. Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting ↗Xi Ye, Greg Durrett7 citations
  39. Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation ↗Zhongjian Miao, Wen Zhang, Jinsong Su et al.7 citations
  40. Expository Text Generation: Imitate, Retrieve, Paraphrase ↗Nishant Balepur, Jie Huang, Kevin Chen-Chuan Chang7 citations
  41. FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge ↗Farima Fatahi Bayat, Kun Qian, Benjamin Han et al. · System Demonstrations7 citations
  42. FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsKonstantin Dobler, Gerard de Melo7 citations · our summary
  43. GLEN: Generative Retrieval via Lexical Index Learning ↗Sunkyung Lee, Minjin Choi, Jongwuk Lee7 citations
  44. GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations ↗Muhammet Ilaslan, Chenan Song, Joya Chen et al.7 citations
  45. Generating Data for Symbolic Language with Large Language Models ↗Jiacheng Ye, Chengzu Li, Lingpeng Kong et al.7 citations
  46. Generative Models for Product Attribute Extraction ↗Ansel Blume, Nasser Zalmout, Heng Ji et al. · Industry Track7 citations
  47. Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding ↗Zheng Chen, Ziyan Jiang, Fan Yang et al. · Industry Track7 citations
  48. Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers ↗Chen Tang, Shun Wang, Tomas Goldsack et al.7 citations
  49. Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives ↗Mario Giulianelli, Sarenne Wallbridge, Raquel Fernández7 citations
  50. Instructed Language Models with Retrievers Are Powerful Entity Linkers ↗Zilin Xiao, Ming Gong, Jie Wu et al.7 citations
  51. Instructive Dialogue Summarization with Query Aggregations ↗Bin Wang, Zhengyuan Liu, Nancy Chen7 citations
  52. Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection ↗Qianjin Du, Shiji Zhou, Xiaohui Kuang et al.7 citations
  53. Learning from Mistakes via Cooperative Study Assistant for Large Language Models ↗Danqing Wang, Lei Li7 citations
  54. Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset ↗Arthur Amalvy, Vincent Labatut, Richard Dufour7 citations
  55. Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets ↗Irina Bejan, Artem Sokolov, Katja Filippova7 citations
  56. Meta-Learning Online Adaptation of Language Models ↗Nathan Hu, Eric Mitchell, Christopher Manning et al.7 citations
  57. Norm of Word Embedding Encodes Information Gain ↗Momose Oyama, Sho Yokoi, Hidetoshi Shimodaira7 citations
  58. Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting ↗William Hogan, Jiacheng Li, Jingbo Shang7 citations
  59. Paraphrase Types for Generation and Detection ↗Jan Philip Wahle, Bela Gipp, Terry Ruas7 citations
  60. Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications ↗Yue Guo, Chenxi Hu, Yi Yang7 citations
  61. Quantifying the redundancy between prosody and text ↗Lukas Wolf, Tiago Pimentel, Evelina Fedorenko et al.7 citations
  62. RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction ↗Shiao Meng, Xuming Hu, Aiwei Liu et al.7 citations
  63. Rethinking Negative Pairs in Code Search ↗Haochen Li, Xin Zhou, Luu Anh Tuan et al.7 citations
  64. SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation ↗Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann et al.7 citations
  65. Seq2seq is All You Need for Coreference ResolutionWenzheng Zhang, Sam Wiseman, Karl Stratos7 citations · our summary
  66. Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment ↗Sky CH-Wang, Arkadiy Saakyan, Oliver Li et al.7 citations
  67. Tagging-Assisted Generation Model with Encoder and Decoder Supervision for Aspect Sentiment Triplet Extraction ↗Luo Xianlong, Meng Yang, Yihao Wang7 citations
  68. The Benefits of Label-Description Training for Zero-Shot Text Classification ↗Lingyu Gao, Debanjan Ghosh, Kevin Gimpel7 citations
  69. UniMath: A Foundational and Multimodal Mathematical Reasoner ↗Zhenwen Liang, Tianyu Yang, Jipeng Zhang et al.7 citations
  70. We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields ↗Jan Philip Wahle, Terry Ruas, Mohamed Abdalla et al.7 citations
  71. You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models ↗Alexander Baranov, Vladimir Kniazhevsky, Pavel Braslavski7 citations
  72. Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model ↗Qi Jia, Siyu Ren, Yizhu Liu et al.7 citations
  73. A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems ↗Songbo Hu, Han Zhou, Moy Yuan et al.6 citations
  74. AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite ↗Jonas Groschwitz, Shay B. Cohen, Lucia Donatelli et al.6 citations
  75. Accented Speech Recognition With Accent-specific Codebooks ↗Darshan Prabhu, Preethi Jyothi, Sriram Ganapathy et al.6 citations
  76. Argument-based Detection and Classification of Fallacies in Political Debates ↗Pierpaolo Goffredo, Mariana Chaves, Serena Villata et al.6 citations
  77. Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories ↗Suyu Ge, Chenyan Xiong, Corby Rosset et al.6 citations
  78. Better Quality Pre-training Data and T5 Models for African Languages ↗Akintunde Oladipo, Mofetoluwa Adeyemi, Orevaoghene Ahia et al.6 citations
  79. BioFEG: Generate Latent Features for Biomedical Entity Linking ↗Xuhui Sui, Ying Zhang, Xiangrui Cai et al.6 citations
  80. Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization ↗Zihao Fu, Yixuan Su, Zaiqiao Meng et al.6 citations
  81. Bridging Information-Theoretic and Geometric Compression in Language Models ↗Emily Cheng, Corentin Kervadec, Marco Baroni6 citations
  82. Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models ↗Joan Nwatu, Oana Ignat, Rada Mihalcea6 citations
  83. CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code ↗Tong Ye, Lingfei Wu, Tengfei Ma et al.6 citations
  84. Context Compression for Auto-regressive Transformers with Sentinel Tokens ↗Siyu Ren, Qi Jia, Kenny Zhu6 citations
  85. Continual Event Extraction with Semantic Confusion Rectification ↗Zitao Wang, Xinyi Wang, Wei Hu6 citations
  86. Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation ↗Mateusz Lango, Ondrej Dusek6 citations
  87. Cross-Modal Conceptualization in Bottleneck Models ↗Danis Alukaev, Semen Kiselev, Ilya Pershin et al.6 citations
  88. Distance-Based Propagation for Efficient Knowledge Graph Reasoning ↗Harry Shomer, Yao Ma, Juanhui Li et al.6 citations
  89. Do Transformers Parse while Predicting the Masked Word? ↗Haoyu Zhao, Abhishek Panigrahi, Rong Ge et al.6 citations
  90. Elevating Code-mixed Text Handling through Auditory Information of Words ↗Mamta, Zishan Ahmad, Asif Ekbal6 citations
  91. Enhancing Biomedical Lay Summarisation with External Knowledge Graphs ↗Tomas Goldsack, Zhihao Zhang, Chen Tang et al.6 citations
  92. Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors ↗George Zerveas, Navid Rekabsaz, Carsten Eickhoff6 citations
  93. EtiCor: Corpus for Analyzing LLMs for Etiquettes ↗Ashutosh Dwivedi, Pradhyumna Lavania, Ashutosh Modi6 citations
  94. Exploring the Impact of Model Scaling on Parameter-Efficient Tuning ↗Yusheng Su, Chi-Min Chan, Jiali Cheng et al.6 citations
  95. Fast and Accurate Factual Inconsistency Detection Over Long Documents ↗Barrett Lattimer, Patrick H. Chen, Xinyuan Zhang et al.6 citations
  96. FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models ↗Xinge Ma, Jiangming Liu, Jin Wang et al.6 citations
  97. From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models ↗Dongjun Kang, Joonsuk Park, Yohan Jo et al.6 citations
  98. GD-COMET: A Geo-Diverse Commonsense Inference Model ↗Mehar Bhatia, Vered Shwartz6 citations
  99. Gender Biases in Automatic Evaluation Metrics for Image Captioning ↗Haoyi Qiu, Zi-Yi Dou, Tianlu Wang et al.6 citations
  100. Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval ↗Peitian Zhang, Zheng Liu, Shitao Xiao et al.6 citations

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