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EMNLP 2023: all accepted papers

1,182 papers · page 4 of 12 · the most cited first · ← EMNLP 2023

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  1. FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization ↗Nan Zhang, Yusen Zhang, Wu Guo et al.11 citations
  2. Generating Summaries with Controllable Readability Levels ↗Leonardo F. R. Ribeiro, Mohit Bansal, Markus Dreyer11 citations
  3. Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? ↗Yichi Zhang, Jiayi Pan, Yuchen Zhou et al.11 citations
  4. HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System ↗Mingjie Qian, Yongsen Zheng, Jinghui Qin et al.11 citations
  5. Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs ↗Qing Wang, Kang Zhou, Qiao Qiao et al.11 citations
  6. Interpreting Embedding Spaces by Conceptualization ↗Adi Simhi, Shaul Markovitch11 citations
  7. MoPe: Model Perturbation based Privacy Attacks on Language Models ↗Marvin Li, Jason Wang, Jeffrey Wang et al.11 citations
  8. Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors ↗Nikita Mehandru, Sweta Agrawal, Yimin Xiao et al.11 citations
  9. Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding ↗Shuwen Deng, Paul Prasse, David Reich et al.11 citations
  10. Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models ↗Aly Kassem, Omar Mahmoud, Sherif Saad11 citations
  11. Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning ↗Xiao Yu, Maximillian Chen, Zhou Yu11 citations
  12. Prompt2Model: Generating Deployable Models from Natural Language Instructions ↗Vijay Viswanathan, Chenyang Zhao, Amanda Bertsch et al. · System Demonstrations11 citations
  13. Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System ↗Weizhou Shen, Yingqi Gao, Canbin Huang et al.11 citations
  14. SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning ↗Yi Chen, Liang He11 citations
  15. StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding ↗Cheng Jiayang, Lin Qiu, Tsz Chan et al.11 citations
  16. TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion ↗Hongyuan Xu, Ciyi Liu, Yuhang Niu et al.11 citations
  17. ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations ↗Minh Thuan Nguyen, Khanh Tung Tran, Nhu Van Nguyen et al. · Industry Track11 citations
  18. “Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text ↗Rishav Hada, Agrima Seth, Harshita Diddee et al.11 citations
  19. Adaptive Gating in Mixture-of-Experts based Language Models ↗Jiamin Li, Qiang Su, Yitao Yang et al.10 citations
  20. Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews ↗Hye Yun, Iain Marshall, Thomas Trikalinos et al.10 citations
  21. Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks ↗Ramon Ruiz-Dolz, Stella Heras, Ana Garcia10 citations
  22. Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks ↗Yimu Wang, Xiangru Jian, Bo Xue10 citations
  23. Challenges in Context-Aware Neural Machine Translation ↗Linghao Jin, Jacqueline He, Jonathan May et al.10 citations
  24. Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems ↗Tianyuan Shi, Liangzhi Li, Zijian Lin et al.10 citations
  25. FinGPT: Large Generative Models for a Small Language ↗Risto Luukkonen, Ville Komulainen, Jouni Luoma et al.10 citations
  26. HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation ↗David Dale, Elena Voita, Janice Lam et al.10 citations
  27. Hierarchical Pretraining on Multimodal Electronic Health Records ↗Xiaochen Wang, Junyu Luo, Jiaqi Wang et al.10 citations
  28. IC3: Image Captioning by Committee Consensus ↗David M. Chan, Austin Myers, Sudheendra Vijayanarasimhan et al.10 citations
  29. Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition ↗Zui Chen, Jiaqi Han, Chaofan Yang et al.10 citations
  30. MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation ↗Zexue He, Yu Wang, An Yan et al.10 citations
  31. Multilingual Previously Fact-Checked Claim Retrieval ↗Matúš Pikuliak, Ivan Srba, Robert Moro et al.10 citations
  32. NeuSTIP: A Neuro-Symbolic Model for Link and Time Prediction in Temporal Knowledge Graphs ↗Ishaan Singh, Navdeep Kaur, Garima Gaur et al.10 citations
  33. Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies ↗Zhengxuan Wu, Alex Tamkin, Isabel Papadimitriou10 citations
  34. PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs ↗Rahul Goel, Waleed Ammar, Aditya Gupta et al.10 citations
  35. Regulation and NLP (RegNLP): Taming Large Language Models ↗Catalina Goanta, Nikolaos Aletras, Ilias Chalkidis et al.10 citations
  36. Revisiting the Knowledge Injection Frameworks ↗Peng Fu, Yiming Zhang, Haobo Wang et al.10 citations
  37. SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts ↗Joon-Young Choi, Junho Kim, Jun-Hyung Park et al.10 citations
  38. ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts ↗Lena S. Bolliger, David R. Reich, Patrick Haller et al.10 citations
  39. SpEL: Structured Prediction for Entity Linking ↗Hassan Shavarani, Anoop Sarkar10 citations
  40. The ACL OCL Corpus: Advancing Open Science in Computational Linguistics ↗Shaurya Rohatgi, Yanxia Qin, Benjamin Aw et al.10 citations
  41. Where to start? Analyzing the potential value of intermediate models ↗Leshem Choshen, Elad Venezian, Shachar Don-Yehiya et al.10 citations
  42. Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation ↗Adam Bouyamourn10 citations
  43. WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models ↗Jun-Yan He, Zhi-Qi Cheng, Chenyang Li et al. · Industry Track10 citations
  44. A Comprehensive Evaluation of Biomedical Entity Linking Models ↗David Kartchner, Jennifer Deng, Shubham Lohiya et al.9 citations
  45. A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection ↗Geng Tu, Ran Jing, Bin Liang et al.9 citations
  46. Byte Pair Encoding for Symbolic Music ↗Nathan Fradet, Nicolas Gutowski, Fabien Chhel et al.9 citations
  47. CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction ↗Jingheng Ye, Yinghui Li, Qingyu Zhou et al.9 citations
  48. Chinese Lexical Substitution: Dataset and Method ↗Jipeng Qiang, Kang Liu, Ying Li et al.9 citations
  49. ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets ↗Tobias Schimanski, Julia Bingler, Mathias Kraus et al.9 citations
  50. Diversity Enhanced Narrative Question Generation for Storybooks ↗Hokeun Yoon, JinYeong Bak9 citations
  51. Editing Common Sense in Transformers ↗Anshita Gupta, Debanjan Mondal, Akshay Krishna Sheshadri et al.9 citations
  52. Efficient Transformer Knowledge Distillation: A Performance Review ↗Nathan Brown, Ashton Williamson, Tahj Anderson et al. · Industry Track9 citations
  53. Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory ↗Ziang Xiao, Susu Zhang, Vivian Lai et al.9 citations
  54. Event Causality Extraction via Implicit Cause-Effect Interactions ↗Jintao Liu, Zequn Zhang, Kaiwen Wei et al.9 citations
  55. Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation ↗Zeyuan Yang, Peng Li, Yang Liu9 citations
  56. Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation ↗Siyuan Wang, Bo Peng, Yichao Liu et al.9 citations
  57. GlobalBench: A Benchmark for Global Progress in Natural Language Processing ↗Yueqi Song, Simran Khanuja, Pengfei Liu et al.9 citations
  58. Granularity Matters: Pathological Graph-driven Cross-modal Alignment for Brain CT Report Generation ↗Yanzhao Shi, Junzhong Ji, Xiaodan Zhang et al.9 citations
  59. Hallucination Mitigation in Natural Language Generation from Large-Scale Open-Domain Knowledge Graphs ↗Xiao Shi, Zhengyuan Zhu, Zeyu Zhang et al.9 citations
  60. Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling ↗Hai Yu, Chong Deng, Qinglin Zhang et al.9 citations
  61. Merging Experts into One: Improving Computational Efficiency of Mixture of Experts ↗Shwai He, Run-Ze Fan, Liang Ding et al.9 citations
  62. Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation ↗Xuanli He, Qiongkai Xu, Jun Wang et al.9 citations
  63. NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports ↗Mael Jullien, Marco Valentino, Hannah Frost et al.9 citations
  64. Non-Autoregressive Math Word Problem Solver with Unified Tree Structure ↗Yi Bin, Mengqun Han, Wenhao Shi et al.9 citations
  65. On the Automatic Generation and Simplification of Children's Stories ↗Maria Valentini, Jennifer Weber, Jesus Salcido et al.9 citations
  66. On the Benefits of Learning to Route in Mixture-of-Experts Models ↗Nishanth Dikkala, Nikhil Ghosh, Raghu Meka et al.9 citations
  67. PALS: Personalized Active Learning for Subjective Tasks in NLP ↗Kamil Kanclerz, Konrad Karanowski, Julita Bielaniewicz et al.9 citations
  68. Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation ↗Hailin Chen, Amrita Saha, Steven Hoi et al.9 citations
  69. Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts ↗Tengxiao Liu, Qipeng Guo, Yuqing Yang et al.9 citations
  70. RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data ↗Maxime Darrin, Pablo Piantanida, Pierre Colombo9 citations
  71. Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations ↗Wei-Lin Chen, Cheng-Kuang Wu, Yun-Nung Chen et al.9 citations
  72. Semantic Similarity Models for Depression Severity Estimation ↗Anxo Pérez, Neha Warikoo, Kexin Wang et al.9 citations
  73. SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives ↗Jiahao Xu, Wei Shao, Lihui Chen et al.9 citations
  74. Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond ↗Siyang Liu, Naihao Deng, Sahand Sabour et al.9 citations
  75. Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text ↗Xiang Li, Jinglu Wang, Xiaohao Xu et al.9 citations
  76. Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text ↗Qi Cao, Takeshi Kojima, Yutaka Matsuo et al.9 citations
  77. 3DRP-Net: 3D Relative Position-aware Network for 3D Visual Grounding ↗Zehan Wang, Haifeng Huang, Yang Zhao et al.8 citations
  78. API-Assisted Code Generation for Question Answering on Varied Table Structures ↗Yihan Cao, Shuyi Chen, Ryan Liu et al.8 citations
  79. Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation ↗Tianqi Zhong, Quan Wang, Jingxuan Han et al.8 citations
  80. Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions ↗Kushal Chawla, Ian Wu, Yu Rong et al.8 citations
  81. Characterizing Mechanisms for Factual Recall in Language Models ↗Qinan Yu, Jack Merullo, Ellie Pavlick8 citations
  82. CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset ↗Susanna Rücker, Alan Akbik8 citations
  83. Cross-Document Event Coreference Resolution on Discourse StructureXinyu Chen, Sheng Xu, Peifeng Li et al.8 citations · our summary
  84. Cross-Lingual Cross-Target Stance Detection with Dual Knowledge Distillation Framework ↗Ruike Zhang, Hanxuan Yang, Wenji Mao8 citations
  85. DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic RulesYanchen Liu, William Held, Diyi Yang8 citations · our summary
  86. Democratizing Reasoning Ability: Tailored Learning from Large Language Model ↗Zhaoyang Wang, Shaohan Huang, Yuxuan Liu et al.8 citations
  87. Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts ↗Siyuan Chen, Zhiling Zhang, Mengyue Wu et al.8 citations
  88. DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning ↗Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian8 citations
  89. Diversify Question Generation with Retrieval-Augmented Style Transfer ↗Qi Gou, Zehua Xia, Bowen Yu et al.8 citations
  90. EDIS: Entity-Driven Image Search over Multimodal Web Content ↗Siqi Liu, Weixi Feng, Tsu-Jui Fu et al.8 citations
  91. End-to-End Evaluation for Low-Latency Simultaneous Speech Translation ↗Christian Huber, Tu Anh Dinh, Carlos Mullov et al. · System Demonstrations8 citations
  92. Explicit Planning Helps Language Models in Logical Reasoning ↗Hongyu Zhao, Kangrui Wang, Mo Yu et al.8 citations
  93. Global Voices, Local Biases: Socio-Cultural Prejudices across Languages ↗Anjishnu Mukherjee, Chahat Raj, Ziwei Zhu et al.8 citations
  94. HyperRank: Hyperbolic Ranking Model for Unsupervised Keyphrase Extraction ↗Mingyang Song, Huafeng Liu, Liping Jing8 citations
  95. IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions ↗Zhebin Zhang, Xinyu Zhang, Yuanhang Ren et al.8 citations
  96. IfQA: A Dataset for Open-domain Question Answering under Counterfactual PresuppositionsWenhao Yu, Meng Jiang, Peter Clark et al.8 citations · our summary
  97. Interactive Text Generation ↗Felix Faltings, Michel Galley, Kianté Brantley et al.8 citations
  98. Language Model Quality Correlates with Psychometric Predictive Power in Multiple Languages ↗Ethan Wilcox, Clara Meister, Ryan Cotterell et al.8 citations
  99. Language Models with Rationality ↗Nora Kassner, Oyvind Tafjord, Ashish Sabharwal et al.8 citations
  100. Modeling Empathic Similarity in Personal Narratives ↗Jocelyn Shen, Maarten Sap, Pedro Colon-Hernandez et al.8 citations

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