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EMNLP 2023: all accepted papers

1,182 papers · page 3 of 12 · the most cited first · ← EMNLP 2023

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  1. Exploring Distributional Shifts in Large Language Models for Code Analysis ↗Shushan Arakelyan, Rocktim Das, Yi Mao et al.17 citations
  2. Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation ↗Xiaohua Wang, Yuliang Yan, Longtao Huang et al.17 citations
  3. Improving Image Captioning via Predicting Structured Concepts ↗Ting Wang, Weidong Chen, Yuanhe Tian et al.17 citations
  4. JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification ↗Henry Peng Zou, Cornelia Caragea17 citations
  5. MemeCap: A Dataset for Captioning and Interpreting Memes ↗EunJeong Hwang, Vered Shwartz17 citations
  6. NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly ↗Yi Fung, Tuhin Chakrabarty, Hao Guo et al.17 citations
  7. PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training ↗Yunyi Zhang, Minhao Jiang, Yu Meng et al.17 citations
  8. Predictive Chemistry Augmented with Text Retrieval ↗Yujie Qian, Zhening Li, Zhengkai Tu et al.17 citations
  9. STAIR: Learning Sparse Text and Image Representation in Grounded Tokens ↗Chen Chen, Bowen Zhang, Liangliang Cao et al.17 citations
  10. Selectively Answering Ambiguous QuestionsJeremy Cole, Michael Zhang, Daniel Gillick et al.17 citations · our summary
  11. Ties Matter: Meta-Evaluating Modern Metrics with Pairwise Accuracy and Tie CalibrationDaniel Deutsch, George Foster, Markus Freitag17 citations · our summary
  12. Vicarious Offense and Noise Audit of Offensive Speech Classifiers: Unifying Human and Machine Disagreement on What is Offensive ↗Tharindu Weerasooriya, Sujan Dutta, Tharindu Ranasinghe et al.17 citations
  13. Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning ↗Quanyu Long, Wenya Wang, Sinno Pan16 citations
  14. BanglaAbuseMeme: A Dataset for Bengali Abusive Meme Classification ↗Mithun Das, Animesh Mukherjee16 citations
  15. BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology ↗Odhran O'Donoghue, Aleksandar Shtedritski, John Ginger et al.16 citations
  16. ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format ↗Qi Zhu, Christian Geishauser, Hsien-chin Lin et al. · System Demonstrations16 citations
  17. Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting ↗Preethi Lahoti, Nicholas Blumm, Xiao Ma et al.16 citations
  18. Learning Retrieval Augmentation for Personalized Dialogue Generation ↗Qiushi Huang, Shuai Fu, Xubo Liu et al.16 citations
  19. Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs ↗Pranjal Aggarwal, Aman Madaan, Yiming Yang et al.16 citations
  20. MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models ↗Dingyao Yu, Kaitao Song, Peiling Lu et al. · System Demonstrations16 citations
  21. RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models ↗Yasuto Hoshi, Daisuke Miyashita, Youyang Ng et al. · System Demonstrations16 citations
  22. Skill-Based Few-Shot Selection for In-Context Learning ↗Shengnan An, Bo Zhou, Zeqi Lin et al.16 citations
  23. This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models ↗Iker García-Ferrero, Begoña Altuna, Javier Alvez et al.16 citations
  24. A Simple Baseline for Knowledge-Based Visual Question Answering ↗Alexandros Xenos, Themos Stafylakis, Ioannis Patras et al.15 citations
  25. An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction ↗Guanhua Huang, Runxin Xu, Ying Zeng et al.15 citations
  26. Can Language Models Understand Physical Concepts? ↗Lei Li, Jingjing Xu, Qingxiu Dong et al.15 citations
  27. Evaluating Large Language Models on Controlled Generation Tasks ↗Jiao Sun, Yufei Tian, Wangchunshu Zhou et al.15 citations
  28. FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models ↗Ruixuan Xiao, Yiwen Dong, Junbo Zhao et al.15 citations
  29. Making Large Language Models Better Data Creators ↗Dong-Ho Lee, Jay Pujara, Mohit Sewak et al.15 citations
  30. Mirror: A Universal Framework for Various Information Extraction Tasks ↗Tong Zhu, Junfei Ren, Zijian Yu et al.15 citations
  31. Natural Disaster Tweets Classification Using Multimodal Data ↗Mohammad Basit, Bashir Alam, Zubaida Fatima et al.15 citations
  32. Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future ↗Linyi Yang, Yaoxian Song, Xuan Ren et al.15 citations
  33. Self-Detoxifying Language Models via Toxification Reversal ↗Chak Tou Leong, Yi Cheng, Jiashuo Wang et al.15 citations
  34. Text encoders bottleneck compositionality in contrastive vision-language models ↗Amita Kamath, Jack Hessel, Kai-Wei Chang15 citations
  35. trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback ↗Alexander Havrilla, Maksym Zhuravinskyi, Duy Phung et al.15 citations
  36. A Diachronic Perspective on User Trust in AI under Uncertainty ↗Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady et al.14 citations
  37. Advancements in Arabic Grammatical Error Detection and Correction: An Empirical InvestigationBashar Alhafni, Go Inoue, Christian Khairallah et al.14 citations · our summary
  38. CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering ↗Md Rashad Al Hasan Rony, Christian Suess, Sinchana Ramakanth Bhat et al. · Industry Track14 citations
  39. Counter Turing Test (CT\texttwosuperior): AI-Generated Text Detection is Not as Easy as You May Think - Introducing \textitAI Detectability Index ↗Megha Chakraborty, S.M Towhidul Islam Tonmoy, S M Mehedi Zaman et al.14 citations
  40. Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence ↗Zhihong Zhu, Xuxin Cheng, Zhiqi Huang et al.14 citations
  41. Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback ↗Yujia Zhou, Zhicheng Dou, Ji-Rong Wen14 citations
  42. FinEntity: Entity-level Sentiment Classification for Financial Texts ↗Yixuan Tang, Yi Yang, Allen Huang et al.14 citations
  43. Guideline Learning for In-Context Information Extraction ↗Chaoxu Pang, Yixuan Cao, Qiang Ding et al.14 citations
  44. Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection ↗Xinlin Peng, Ying Zhou, Ben He et al.14 citations
  45. Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations ↗Yuan Tian, Zheng Zhang, Zheng Ning et al.14 citations
  46. Interventional Rationalization ↗Linan Yue, Qi Liu, Li Wang et al.14 citations
  47. Knowledge-Augmented Language Model Verification ↗Jinheon Baek, Soyeong Jeong, Minki Kang et al.14 citations
  48. Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU ↗Fajri Koto, Nurul Aisyah, Haonan Li et al.14 citations
  49. Learning to Describe for Predicting Zero-shot Drug-Drug Interactions ↗Fangqi Zhu, Yongqi Zhang, Lei Chen et al.14 citations
  50. Revisiting Machine Translation for Cross-lingual Classification ↗Mikel Artetxe, Vedanuj Goswami, Shruti Bhosale et al.14 citations
  51. Specialist or Generalist? Instruction Tuning for Specific NLP Tasks ↗Chufan Shi, Yixuan Su, Cheng Yang et al.14 citations
  52. “Are Your Explanations Reliable?” Investigating the Stability of LIME in Explaining Text Classifiers by Marrying XAI and Adversarial Attack ↗Christopher Burger, Lingwei Chen, Thai Le14 citations
  53. A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis ↗Alessandro Stolfo, Yonatan Belinkov, Mrinmaya Sachan13 citations
  54. Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT ↗Biru Zhu, Lifan Yuan, Ganqu Cui et al.13 citations
  55. CRAB: Assessing the Strength of Causal Relationships Between Real-world Events ↗Angelika Romanou, Syrielle Montariol, Debjit Paul et al.13 citations
  56. CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network ↗Sreyan Ghosh, Manan Suri, Purva Chiniya et al.13 citations
  57. Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality ↗Harman Singh, Pengchuan Zhang, Qifan Wang et al.13 citations
  58. Composable Text Controls in Latent Space with ODEs ↗Guangyi Liu, Zeyu Feng, Yuan Gao et al.13 citations
  59. Conceptual structure coheres in human cognition but not in large language models ↗Siddharth Suresh, Kushin Mukherjee, Xizheng Yu et al.13 citations
  60. Contrastive Learning of Sentence Embeddings from Scratch ↗Junlei Zhang, Zhenzhong Lan, Junxian He13 citations
  61. Conversation Chronicles: Towards Diverse Temporal and Relational Dynamics in Multi-Session Conversations ↗Jihyoung Jang, Minseong Boo, Hyounghun Kim13 citations
  62. Cross-Lingual Consistency of Factual Knowledge in Multilingual Language ModelsJirui Qi, Raquel Fernández, Arianna Bisazza13 citations · our summary
  63. DALE: Generative Data Augmentation for Low-Resource Legal NLP ↗Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar et al.13 citations
  64. E-CORE: Emotion Correlation Enhanced Empathetic Dialogue Generation ↗Fengyi Fu, Lei Zhang, Quan Wang et al.13 citations
  65. FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge ↗Shangbin Feng, Vidhisha Balachandran, Yuyang Bai et al.13 citations
  66. Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios ↗Yilun Zhao, Haowei Zhang, Shengyun Si et al. · Industry Track13 citations
  67. JASMINE: Arabic GPT Models for Few-Shot Learning ↗El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, AbdelRahim Elmadany et al.13 citations
  68. Merging Generated and Retrieved Knowledge for Open-Domain QA ↗Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran et al.13 citations
  69. ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models ↗Chenliang Li, He Chen, Ming Yan et al. · System Demonstrations13 citations
  70. Modeling Legal Reasoning: LM Annotation at the Edge of Human Agreement ↗Rosamond Thalken, Edward Stiglitz, David Mimno et al.13 citations
  71. PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents ↗Kyle Lo, Zejiang Shen, Benjamin Newman et al. · System Demonstrations13 citations
  72. Predict and Use: Harnessing Predicted Gaze to Improve Multimodal Sarcasm Detection ↗Divyank Tiwari, Diptesh Kanojia, Anupama Ray et al.13 citations
  73. Primacy Effect of ChatGPT ↗Yiwei Wang, Yujun Cai, Muhao Chen et al.13 citations
  74. Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness ↗Xiaoyu Tan, Shaojie Shi, Xihe Qiu et al. · Industry Track13 citations
  75. Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation ↗Xin Yuan, Jie Guo, Weidong Qiu et al.13 citations
  76. The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values ↗Hannah Rose Kirk, Andrew M. Bean, Bertie Vidgen et al.13 citations
  77. When are Lemons Purple? The Concept Association Bias of Vision-Language Models ↗Yingtian Tang, Yutaro Yamada, Yoyo Zhang et al.13 citations
  78. A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot ↗Aanisha Bhattacharyya, Yaman K Singla, Balaji Krishnamurthy et al.12 citations
  79. C-STS: Conditional Semantic Textual Similarity ↗Ameet Deshpande, Carlos Jimenez, Howard Chen et al.12 citations
  80. Can Large Language Models Capture Dissenting Human Voices? ↗Noah Lee, Na Min An, James Thorne12 citations
  81. Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language ModelLeonie Weissweiler, Valentin Hofmann, Anjali Kantharuban et al.12 citations · our summary
  82. Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting ↗Chenkai Sun, Jinning Li, Yi Fung et al.12 citations
  83. Dual-Channel Span for Aspect Sentiment Triplet Extraction ↗Pan Li, Ping Li, Kai Zhang12 citations
  84. Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata ↗Silei Xu, Shicheng Liu, Theo Culhane et al.12 citations
  85. GEMINI: Controlling The Sentence-Level Summary Style in Abstractive Text Summarization ↗Guangsheng Bao, Zebin Ou, Yue Zhang12 citations
  86. GLEN: General-Purpose Event Detection for Thousands of Types ↗Sha Li, Qiusi Zhan, Kathryn Conger et al.12 citations
  87. KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection ↗Sehyun Choi, Tianqing Fang, Zhaowei Wang et al.12 citations
  88. NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation ↗Andreea Iana, Goran Glavaš, Heiko Paulheim · System Demonstrations12 citations
  89. PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation ↗Gaurav Sahu, Olga Vechtomova, Dzmitry Bahdanau et al.12 citations
  90. Prompting Scientific Names for Zero-Shot Species Recognition ↗Shubham Parashar, Zhiqiu Lin, Yanan Li et al.12 citations
  91. ReCEval: Evaluating Reasoning Chains via Correctness and InformativenessArchiki Prasad, Swarnadeep Saha, Xiang Zhou et al.12 citations · our summary
  92. SAMRank: Unsupervised Keyphrase Extraction using Self-Attention Map in BERT and GPT-2 ↗Byungha Kang, Youhyun Shin12 citations
  93. SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables ↗Xinyuan Lu, Liangming Pan, Qian Liu et al.12 citations
  94. Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities ↗Fengjun Wang, Moran Beladev, Ofri Kleinfeld et al. · Industry Track12 citations
  95. The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models ↗Aviv Slobodkin, Omer Goldman, Avi Caciularu et al.12 citations
  96. The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions ↗Siru Ouyang, Shuohang Wang, Yang Liu et al.12 citations
  97. Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements ↗Jiacheng Liu, Wenya Wang, Dianzhuo Wang et al.12 citations
  98. CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL ↗Mayank Kothyari, Dhruva Dhingra, Sunita Sarawagi et al.11 citations
  99. Comparing Biases and the Impact of Multilingual Training across Multiple Languages ↗Sharon Levy, Neha John, Ling Liu et al.11 citations
  100. CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities ↗Sheng Xu, Peifeng Li, Qiaoming Zhu11 citations

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