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ACL 2023: all accepted papers

1,249 papers · page 5 of 13 · the most cited first · ← ACL 2023

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  1. CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation ↗Huimin Wang, Wai Chung Kwan, Kam-Fai Wong et al. · Long Papers12 citations
  2. Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ↗Shaoxiang Wu, Damai Dai, Ziwei Qin et al. · Long Papers12 citations
  3. DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation ↗Guanqun Bi, Lei Shen, Yanan Cao et al. · Long Papers12 citations
  4. Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ↗Jian Liu, Chen Liang, Jinan Xu et al. · Long Papers12 citations
  5. Explainable Recommendation with Personalized Review Retrieval and Aspect Learning ↗Hao Cheng, Shuo Wang, Wensheng Lu et al. · Long Papers12 citations
  6. Exploring Large Language Models for Classical Philology ↗Frederick Riemenschneider, Anette Frank · Long Papers12 citations
  7. Faithful Question Answering with Monte-Carlo Planning ↗Ruixin Hong, Hongming Zhang, Hong Zhao et al. · Long Papers12 citations
  8. Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity ↗Hongwei Wang, Dong Yu · Short Papers12 citations
  9. Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization ↗Dongqi Liu, Yifan Wang, Vera Demberg · Long Papers12 citations
  10. Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and ReactionChangrong Min, Ximing Li, Liang Yang et al. · Long Papers12 citations · our summary
  11. Large-Scale Correlation Analysis of Automated Metrics for Topic Models ↗Jia Peng Lim, Hady Lauw · Long Papers12 citations
  12. Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ↗Ruotian Ma, Xuanting Chen, Zhang Lin et al. · Long Papers12 citations
  13. MISGENDERED: Limits of Large Language Models in Understanding Pronouns ↗Tamanna Hossain, Sunipa Dev, Sameer Singh · Long Papers12 citations
  14. Multi-modal Action Chain Abductive Reasoning ↗Mengze Li, Tianbao Wang, Jiahe Xu et al. · Long Papers12 citations
  15. PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives ↗Silin Gao, Beatriz Borges, Soyoung Oh et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
  16. Prompt-based Zero-shot Text Classification with Conceptual Knowledge ↗Yuqi Wang, Wei Wang, Qi Chen et al. · Student Research Workshop12 citations
  17. Ranking-Enhanced Unsupervised Sentence Representation Learning ↗Yeon Seonwoo, Guoyin Wang, Changmin Seo et al. · Long Papers12 citations
  18. ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models ↗Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman et al. · Short Papers12 citations
  19. SIMSUM: Document-level Text Simplification via Simultaneous Summarization ↗Sofia Blinova, Xinyu Zhou, Martin Jaggi et al. · Long Papers12 citations
  20. Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications ↗Jatin Arora, Youngja Park · Short Papers12 citations
  21. Text Adversarial Purification as Defense against Adversarial Attacks ↗Linyang Li, Demin Song, Xipeng Qiu · Long Papers12 citations
  22. Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities ↗Zhihong Chen, Maya Varma, Xiang Wan et al. · Short Papers12 citations
  23. Trigger Warning Assignment as a Multi-Label Document Classification Problem ↗Matti Wiegmann, Magdalena Wolska, Christopher Schröder et al. · Long Papers12 citations
  24. Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction ↗Qi Sun, Kun Huang, Xiaocui Yang et al. · Long Papers12 citations
  25. What's the Meaning of Superhuman Performance in Today's NLU? ↗Simone Tedeschi, Johan Bos, Thierry Declerck et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
  26. Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ↗Xinxi Lyu, Sewon Min, Iz Beltagy et al. · Long Papers12 citations
  27. miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ↗Tassilo Klein, Moin Nabi · Long Papers12 citations
  28. ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER ↗Sreyan Ghosh, Utkarsh Tyagi, Manan Suri et al. · Long Papers11 citations
  29. Alleviating Over-smoothing for Unsupervised Sentence Representation ↗Nuo Chen, Linjun Shou, Jian Pei et al. · Long Papers11 citations
  30. Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ↗Juanhui Li, Harry Shomer, Jiayuan Ding et al. · Long Papers11 citations
  31. CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ↗Minghan Li, Sheng-Chieh Lin, Barlas Oguz et al. · Long Papers11 citations
  32. Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing ↗Lea Frermann, Jiatong Li, Shima Khanehzar et al. · Long Papers11 citations
  33. Content Moderation for Evolving Policies using Binary Question Answering ↗Sankha Subhra Mullick, Mohan Bhambhani, Suhit Sinha et al. · Industry Track11 citations
  34. Counterfactual Active Learning for Out-of-Distribution Generalization ↗Xun Deng, Wenjie Wang, Fuli Feng et al. · Long Papers11 citations
  35. Dialect-robust Evaluation of Generated Text ↗Jiao Sun, Thibault Sellam, Elizabeth Clark et al. · Long Papers11 citations
  36. Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ↗Shuheng Liu, Alan Ritter · Long Papers · 🏆 Reproduction Award11 citations
  37. Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression ↗Wen Wu, Chao Zhang, Philip Woodland · Long Papers11 citations
  38. Explaining How Transformers Use Context to Build Predictions ↗Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas et al. · Long Papers11 citations
  39. Grokking of Hierarchical Structure in Vanilla Transformers ↗Shikhar Murty, Pratyusha Sharma, Jacob Andreas et al. · Short Papers11 citations
  40. Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition ↗Yuchen Hu, Ruizhe Li, Chen Chen et al. · Long Papers · 🏆 Area Chair Award (Speech and Multimodality)11 citations
  41. How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases ↗Aaron Mueller, Tal Linzen · Long Papers11 citations
  42. Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks ↗Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun et al. · Long Papers11 citations
  43. Improving Gradient Trade-offs between Tasks in Multi-task Text Classification ↗Heyan Chai, Jinhao Cui, Ye Wang et al. · Long Papers11 citations
  44. LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering ↗Weizhe Lin, Rexhina Blloshmi, Bill Byrne et al. · Short Papers11 citations
  45. MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition ↗Yuchen Hu, Chen Chen, Ruizhe Li et al. · Long Papers11 citations
  46. OpenICL: An Open-Source Framework for In-context Learning ↗Zhenyu Wu, Yaoxiang Wang, Jiacheng Ye et al. · System Demonstrations11 citations
  47. ParaLS: Lexical Substitution via Pretrained Paraphraser ↗Jipeng Qiang, Kang Liu, Yun Li et al. · Long Papers11 citations
  48. Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference ↗Junhao Zheng, Qianli Ma, Shengjie Qiu et al. · Long Papers11 citations
  49. RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ↗Yilun Zhao, Chen Zhao, Linyong Nan et al. · Long Papers11 citations
  50. SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels ↗Zhenting Qi, Xiaoyu Tan, Chao Qu et al. · Industry Track11 citations
  51. Simple and Effective Unsupervised Speech Translation ↗Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen et al. · Long Papers11 citations
  52. Towards Building a Robust Toxicity Predictor ↗Dmitriy Bespalov, Sourav Bhabesh, Yi Xiang et al. · Industry Track11 citations
  53. Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models ↗Lijing Wang, Yingya Li, Timothy Miller et al. · Long Papers11 citations
  54. A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning ↗Naibin Gu, Peng Fu, Xiyu Liu et al. · Long Papers10 citations
  55. A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ↗Yunxin Li, Baotian Hu, Chen Xinyu et al. · Long Papers10 citations
  56. A New Direction in Stance Detection: Target-Stance Extraction in the WildYingjie Li, Krishna Garg, Cornelia Caragea · Long Papers10 citations · our summary
  57. AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation ↗Rongjie Huang, Huadai Liu, Xize Cheng et al. · Long Papers10 citations
  58. BLIND: Bias Removal With No Demographics ↗Hadas Orgad, Yonatan Belinkov · Long Papers10 citations
  59. Back Translation for Speech-to-text Translation Without Transcripts ↗Qingkai Fang, Yang Feng · Long Papers10 citations
  60. Backpack Language Models ↗John Hewitt, John Thickstun, Christopher Manning et al. · Long Papers10 citations
  61. CAME: Confidence-guided Adaptive Memory Efficient Optimization ↗Yang Luo, Xiaozhe Ren, Zangwei Zheng et al. · Long Papers · 🏆 Outstanding Paper Award10 citations
  62. COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ↗Zhaowei Wang, Quyet V. Do, Hongming Zhang et al. · Long Papers10 citations
  63. Controllable Text Generation via Probability Density Estimation in the Latent Space ↗Yuxuan Gu, Xiaocheng Feng, Sicheng Ma et al. · Long Papers10 citations
  64. Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ↗Rishabh Gupta, Shaily Desai, Manvi Goel et al. · Long Papers10 citations
  65. Debiasing Generative Named Entity Recognition by Calibrating Sequence Likelihood ↗Yu Xia, Yongwei Zhao, Wenhao Wu et al. · Short Papers10 citations
  66. EPIC: Multi-Perspective Annotation of a Corpus of IronySimona Frenda, Alessandro Pedrani, Valerio Basile et al. · Long Papers10 citations · our summary
  67. End-to-end Knowledge Retrieval with Multi-modal Queries ↗Man Luo, Zhiyuan Fang, Tejas Gokhale et al. · Long Papers10 citations
  68. Enhancing Event Causality Identification with Counterfactual Reasoning ↗Feiteng Mu, Wenjie Li · Short Papers10 citations
  69. Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona ↗Yihong Tang, Bo Wang, Miao Fang et al. · Long Papers10 citations
  70. Entity Tracking in Language Models ↗Najoung Kim, Sebastian Schuster · Long Papers · 🏆 Area Chair Award (Interpretability and Analysis of Models for NLP)10 citations
  71. Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world ↗Sunayana Sitaram, Monojit Choudhury, Barun Patra et al. · Tutorial Abstracts10 citations
  72. FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information ↗Andrew Zhu, Karmanya Aggarwal, Alexander Feng et al. · Long Papers10 citations
  73. Few-shot Event Detection: An Empirical Study and a Unified View ↗Yubo Ma, Zehao Wang, Yixin Cao et al. · Long Papers10 citations
  74. Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ↗Kaiwen Wei, Yiran Yang, Li Jin et al. · Long Papers10 citations
  75. Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments ↗Ethan Mendes, Yang Chen, Wei Xu et al. · Long Papers10 citations
  76. Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ↗Tanay Dixit, Fei Wang, Muhao Chen · Short Papers10 citations
  77. Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisMario Giulianelli, Iris Luden, Raquel Fernandez et al. · Long Papers10 citations · our summary
  78. Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ↗Chengwei Qin, Shafiq Joty, Qian Li et al. · Long Papers10 citations
  79. Lifting the Curse of Capacity Gap in Distilling Language Models ↗Chen Zhang, Yang Yang, Jiahao Liu et al. · Long Papers10 citations
  80. Multimodal Persona Based Generation of Comic Dialogs ↗Harsh Agrawal, Aditya Mishra, Manish Gupta et al. · Long Papers10 citations
  81. NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist ↗Iftitahu Ni'mah, Meng Fang, Vlado Menkovski et al. · Long Papers10 citations
  82. On Improving Summarization Factual Consistency from Natural Language Feedback ↗Yixin Liu, Budhaditya Deb, Milagro Teruel et al. · Long Papers10 citations
  83. One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ↗Guangtao Zeng, Peiyuan Zhang, Wei Lu · Long Papers10 citations
  84. Open-ended Long Text Generation via Masked Language Modeling ↗Xiaobo Liang, Zecheng Tang, Juntao Li et al. · Long Papers10 citations
  85. OpenSR: Open-Modality Speech Recognition via Maintaining Multi-Modality Alignment ↗Xize Cheng, Tao Jin, Linjun Li et al. · Long Papers10 citations
  86. Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ↗Avi Caciularu, Matthew Peters, Jacob Goldberger et al. · Long Papers10 citations
  87. Plug-and-Play Knowledge Injection for Pre-trained Language Models ↗Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin et al. · Long Papers10 citations
  88. Product Question Answering in E-Commerce: A Survey ↗Yang Deng, Wenxuan Zhang, Qian Yu et al. · Long Papers10 citations
  89. RED$^\textrmFM$: a Filtered and Multilingual Relation Extraction Dataset ↗‪Pere-Lluís Huguet Cabot, Simone Tedeschi, Axel-Cyrille Ngonga Ngomo et al. · Long Papers10 citations
  90. Resolving Ambiguities in Text-to-Image Generative Models ↗Ninareh Mehrabi, Palash Goyal, Apurv Verma et al. · Long Papers10 citations
  91. Text Style Transfer Back-Translation ↗Daimeng Wei, Zhanglin Wu, Hengchao Shang et al. · Long Papers10 citations
  92. ThinkSum: Probabilistic reasoning over sets using large language models ↗Batu Ozturkler, Esmeralda S. Whitammer, Zhen Wang et al. · Long Papers10 citations
  93. To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion ↗Rui Li, Xu Chen, Chaozhuo Li et al. · Long Papers10 citations
  94. Toward Human-Like Evaluation for Natural Language Generation with Error Analysis ↗Qingyu Lu, Liang Ding, Liping Xie et al. · Long Papers10 citations
  95. Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation ↗Songming Zhang, Yunlong Liang, Shuaibo Wang et al. · Long Papers10 citations
  96. When Does Translation Require Context? A Data-driven, Multilingual Exploration ↗Patrick Fernandes, Kayo Yin, Emmy Liu et al. · Long Papers · 🏆 Resource Award10 citations
  97. A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment ↗Jiyue Jiang, Sheng Wang, Qintong Li et al. · Long Papers9 citations
  98. A New Aligned Simple German Corpus ↗Vanessa Toborek, Moritz Busch, Malte Boßert et al. · Long Papers9 citations
  99. A Probabilistic Framework for Discovering New Intents ↗Yunhua Zhou, Guofeng Quan, Xipeng Qiu · Long Papers9 citations
  100. An Inner Table Retriever for Robust Table Question Answering ↗Weizhe Lin, Rexhina Blloshmi, Bill Byrne et al. · Long Papers9 citations

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