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ACL 2023: all accepted papers

1,249 papers · page 3 of 13 · the most cited first · ← ACL 2023

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  1. Faithfulness Tests for Natural Language ExplanationsPepa Atanasova, Oana-Maria Camburu, Christina Lioma et al. · Short Papers23 citations · our summary
  2. Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification ↗Ke Ji, Yixin Lian, Jingsheng Gao et al. · Long Papers23 citations
  3. Improving Continual Relation Extraction by Distinguishing Analogous Semantics ↗Wenzheng Zhao, Yuanning Cui, Wei Hu · Long Papers23 citations
  4. Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection ↗Beizhe Hu, Qiang Sheng, Juan Cao et al. · Industry Track23 citations
  5. OD-RTE: A One-Stage Object Detection Framework for Relational Triple Extraction ↗Jinzhong Ning, Zhihao Yang, Yuanyuan Sun et al. · Long Papers23 citations
  6. TemplateGEC: Improving Grammatical Error Correction with Detection Template ↗Yinghao Li, Xuebo Liu, Shuo Wang et al. · Long Papers23 citations
  7. WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings ↗Zijie J. Wang, Fred Hohman, Duen Horng Chau · System Demonstrations23 citations
  8. A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction ↗Ruoyu Zhang, Yanzeng Li, Lei Zou · Long Papers22 citations
  9. Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers ↗Manuel Mager, Elisabeth Mager, Katharina Kann et al. · Long Papers22 citations
  10. Modular Visual Question Answering via Code Generation ↗Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar et al. · Short Papers22 citations
  11. Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis ↗Xuming Hu, Zhijiang Guo, Zhiyang Teng et al. · Short Papers22 citations
  12. RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ↗Jun Zhao, WenYu Zhan, Xin Zhao et al. · Long Papers22 citations
  13. SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks ↗Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin et al. · Long Papers22 citations
  14. Shrinking Embeddings for Hyper-Relational Knowledge Graphs ↗Bo Xiong, Mojtaba Nayyeri, Shirui Pan et al. · Long Papers22 citations
  15. CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ↗Meiqi Chen, Yixin Cao, Yan Zhang et al. · Long Papers21 citations
  16. Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ↗Changsen Yuan, Heyan Huang, Yixin Cao et al. · Long Papers21 citations
  17. FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP ↗Zhuo Zhang, Xiangjing Hu, Jingyuan Zhang et al. · Long Papers21 citations
  18. From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ↗Julia Mendelsohn, Ronan Le Bras, Yejin Choi et al. · Long Papers21 citations
  19. Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ↗Minghang Zheng, Shaogang Gong, Hailin Jin et al. · Long Papers21 citations
  20. How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speechAditya Yedetore, Tal Linzen, Robert Frank et al. · Long Papers21 citations · our summary
  21. LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ↗Amirhossein Abaskohi, Sascha Rothe, Yadollah Yaghoobzadeh · Short Papers21 citations
  22. Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models' Memories ↗Shizhe Diao, Tianyang Xu, Ruijia Xu et al. · Long Papers21 citations
  23. Natural Language to Code Generation in Interactive Data Science Notebooks ↗Pengcheng Yin, Wen-Ding Li, Kefan Xiao et al. · Long Papers21 citations
  24. Pre-Training to Learn in Context ↗Yuxian Gu, Li Dong, Furu Wei et al. · Long Papers21 citations
  25. Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ↗Yunlong Liang, Fandong Meng, Jinan Xu et al. · Long Papers21 citations
  26. XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE ↗Pierluigi Cassotti, Lucia Siciliani, Marco DeGemmis et al. · Short Papers21 citations
  27. BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingZheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff et al. · Long Papers20 citations · our summary
  28. Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts ↗Skyler Hallinan, Alisa Liu, Yejin Choi et al. · Short Papers20 citations
  29. Do GPTs Produce Less Literal Translations? ↗Vikas Raunak, Arul Menezes, Matt Post et al. · Short Papers20 citations
  30. Efficient Transformers with Dynamic Token Pooling ↗Piotr Nawrot, Jan Chorowski, Adrian Lancucki et al. · Long Papers20 citations
  31. GreenKGC: A Lightweight Knowledge Graph Completion Method ↗Yun Cheng Wang, Xiou Ge, Bin Wang et al. · Long Papers20 citations
  32. Prompting Language Models for Linguistic Structure ↗Terra Blevins, Hila Gonen, Luke Zettlemoyer · Long Papers20 citations
  33. SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations ↗Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong et al. · Long Papers20 citations
  34. The Art of Prompting: Event Detection based on Type Specific Prompts ↗Sijia Wang, Mo Yu, Lifu Huang · Short Papers20 citations
  35. WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ↗Wenjie Zhuo, Yifan Sun, Xiaohan Wang et al. · Long Papers20 citations
  36. pNLP-Mixer: an Efficient all-MLP Architecture for Language ↗Francesco Fusco, Damian Pascual, Peter Staar et al. · Industry Track20 citations
  37. A Better Way to Do Masked Language Model Scoring ↗Carina Kauf, Anna A. Ivanova · Short Papers19 citations
  38. Backdooring Neural Code Search ↗Weisong Sun, Yuchen Chen, Guanhong Tao et al. · Long Papers19 citations
  39. CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding ↗Zhijian Hou, Wanjun Zhong, Lei Ji et al. · Long Papers19 citations
  40. Controllable Mixed-Initiative Dialogue Generation through Prompting ↗Maximillian Chen, Xiao Yu, Weiyan Shi et al. · Short Papers19 citations
  41. DICE: Data-Efficient Clinical Event Extraction with Generative Models ↗Mingyu Derek Ma, Alexander Taylor, Wei Wang et al. · Long Papers19 citations
  42. Dataset Distillation with Attention Labels for Fine-tuning BERT ↗Aru Maekawa, Naoki Kobayashi, Kotaro Funakoshi et al. · Short Papers19 citations
  43. Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation ↗Chen Tang, Hongbo Zhang, Tyler Loakman et al. · Long Papers19 citations
  44. Environmental Claim Detection ↗Dominik Stammbach, Nicolas Webersinke, Julia Bingler et al. · Short Papers19 citations
  45. Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting ↗Zahra Fatemi, Chen Xing, Wenhao Liu et al. · Short Papers19 citations
  46. Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ↗Ran Zhou, Xin Li, Lidong Bing et al. · Long Papers19 citations
  47. Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ↗Kaiyu Huang, Peng Li, Jin Ma et al. · Long Papers · 🏆 Outstanding Paper Award19 citations
  48. Multi-source Semantic Graph-based Multimodal Sarcasm Explanation GenerationLiqiang Jing, Xuemeng Song, Kun Ouyang et al. · Long Papers19 citations · our summary
  49. MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting ↗Tatsuro Inaba, Hirokazu Kiyomaru, Fei Cheng et al. · Short Papers19 citations
  50. Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ↗Tianxiang Sun, Zhengfu He, Qin Zhu et al. · Long Papers19 citations
  51. NLPeer: A Unified Resource for the Computational Study of Peer Review ↗Nils Dycke, Ilia Kuznetsov, Iryna Gurevych · Long Papers19 citations
  52. NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models ↗Kai Mei, Zheng Li, Zhenting Wang et al. · Long Papers19 citations
  53. Semantic Structure Enhanced Event Causality Identification ↗Zhilei Hu, Zixuan Li, Xiaolong Jin et al. · Long Papers19 citations
  54. Tree-Based Representation and Generation of Natural and Mathematical Language ↗Alexander Scarlatos, Andrew Lan · Long Papers19 citations
  55. Understanding In-Context Learning via Supportive Pretraining Data ↗Xiaochuang Han, Daniel Simig, Todor Mihaylov et al. · Long Papers19 citations
  56. WACO: Word-Aligned Contrastive Learning for Speech Translation ↗Siqi Ouyang, Rong Ye, Lei Li · Long Papers19 citations
  57. Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ↗Jiashu Xu, Mingyu Derek Ma, Muhao Chen · Long Papers18 citations
  58. ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ↗Michael Heck, Nurul Lubis, Benjamin Ruppik et al. · Short Papers18 citations
  59. Consistent Prototype Learning for Few-Shot Continual Relation Extraction ↗Xiudi Chen, Hui Wu, Xiaodong Shi · Long Papers18 citations
  60. Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ↗Yan Zeng, Wangchunshu Zhou, Ao Luo et al. · Long Papers18 citations
  61. DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ↗Tanishq Gupta, Mohd Zaki, Devanshi Khatsuriya et al. · Long Papers18 citations
  62. Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ↗Hongcai Xu, Junpeng Bao, Wenbo Liu · Long Papers18 citations
  63. Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization ↗Shiyue Zhang, David Wan, Mohit Bansal · Long Papers18 citations
  64. Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages ↗Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran et al. · Long Papers · 🏆 Area Chair Award (Multilingualism and Cross-Lingual NLP)18 citations
  65. HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level ↗Haoran Luo, Haihong E, Yuhao Yang et al. · Long Papers18 citations
  66. Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ↗Zhiwei Jiang, Tianyi Gao, Yafeng Yin et al. · Long Papers18 citations
  67. Neural Machine Translation Methods for Translating Text to Sign Language Glosses ↗Dele Zhu, Vera Czehmann, Eleftherios Avramidis · Long Papers · 🏆 Outstanding Paper Award18 citations
  68. NormBank: A Knowledge Bank of Situational Social NormsCaleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang et al. · Long Papers18 citations · our summary
  69. Reliable and Interpretable Drift Detection in Streams of Short Texts ↗Ella Rabinovich, Matan Vetzler, Samuel Ackerman et al. · Industry Track18 citations
  70. Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability ↗Eleftheria Briakou, Colin Cherry, George Foster · Long Papers18 citations
  71. Solving Math Word Problems via Cooperative Reasoning induced Language ModelsXinyu Zhu, Junjie Wang, Lin Zhang et al. · Long Papers18 citations · our summary
  72. TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation ↗Shuo Lei, Xuchao Zhang, Jianfeng He et al. · Long Papers18 citations
  73. What Do NLP Researchers Believe? Results of the NLP Community Metasurvey ↗Julian Michael, Ari Holtzman, Alicia Parrish et al. · Long Papers18 citations
  74. f-Divergence Minimization for Sequence-Level Knowledge DistillationYuqiao Wen, Zichao Li, Wenyu Du et al. · Long Papers18 citations · our summary
  75. A Close Look into the Calibration of Pre-trained Language Models ↗Yangyi Chen, Lifan Yuan, Ganqu Cui et al. · Long Papers17 citations
  76. Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ↗Zichun Yu, Chenyan Xiong, Shi Yu et al. · Long Papers17 citations
  77. ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation ↗Zhexin Zhang, Jiaxin Wen, Minlie Huang · Long Papers17 citations
  78. FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering ↗Anku Rani, S.M Towhidul Islam Tonmoy, Dwip Dalal et al. · Long Papers17 citations
  79. I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation ↗Chandra Bhagavatula, Jena D. Hwang, Doug Downey et al. · Long Papers17 citations
  80. Linear Classifier: An Often-Forgotten Baseline for Text Classification ↗Yu-Chen Lin, Si-An Chen, Jie-Jyun Liu et al. · Short Papers · 🏆 Outstanding Paper Award17 citations
  81. MDACE: MIMIC Documents Annotated with Code Evidence ↗Hua Cheng, Rana Jafari, April Russell et al. · Long Papers17 citations
  82. MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ↗Yongfeng Huang, Yanyang Li, Yichong Xu et al. · Long Papers17 citations
  83. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang et al. · Long Papers17 citations · our summary
  84. Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification ↗Sha Li, Ruining Zhao, Manling Li et al. · Long Papers17 citations
  85. Patton: Language Model Pretraining on Text-Rich Networks ↗Bowen Jin, Wentao Zhang, Yu Zhang et al. · Long Papers17 citations
  86. The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research ↗Mohamed Abdalla, Jan Philip Wahle, Terry Ruas et al. · Long Papers17 citations
  87. What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE ↗Kaihang Zhang, Kai Shuang, Xinyue Yang et al. · Long Papers17 citations
  88. Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional GenerationHaoyang Wen, Alexander Hauptmann · Short Papers17 citations · our summary
  89. Zero-shot Faithful Factual Error Correction ↗Kung-Hsiang Huang, Hou Pong Chan, Heng Ji · Long Papers17 citations
  90. A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language ModelsAlessandro Stolfo, Zhijing Jin, Kumar Shridhar et al. · Long Papers16 citations · our summary
  91. A Diverse Set of Freely Available Linguistic Resources for Turkish ↗Duygu Altinok · Long Papers16 citations
  92. Adaptive and Personalized Exercise Generation for Online Language Learning ↗Peng Cui, Mrinmaya Sachan · Long Papers16 citations
  93. CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization ↗Min Xiao, Junnan Zhu, Haitao Lin et al. · Long Papers16 citations
  94. Dialogue Summarization with Static-Dynamic Structure Fusion Graph ↗Shen Gao, Xin Cheng, Mingzhe Li et al. · Long Papers16 citations
  95. Downstream Datasets Make Surprisingly Good Pretraining Corpora ↗Kundan Krishna, Saurabh Garg, Jeffrey Bigham et al. · Long Papers16 citations
  96. Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information ↗Kun Zhao, Bohao Yang, Chenghua Lin et al. · Long Papers16 citations
  97. Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ↗Daking Rai, Bailin Wang, Yilun Zhou et al. · Short Papers16 citations
  98. KILM: Knowledge Injection into Encoder-Decoder Language Models ↗Yan Xu, Mahdi Namazifar, Devamanyu Hazarika et al. · Long Papers16 citations
  99. MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction ↗Wang Jing, Aixin Sun, Hao Zhang et al. · Long Papers16 citations
  100. More than Classification: A Unified Framework for Event Temporal Relation Extraction ↗Quzhe Huang, Yutong Hu, Shengqi Zhu et al. · Long Papers16 citations

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