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ACL 2023: all accepted papers

1,249 papers · page 4 of 13 · the most cited first · ← ACL 2023

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  1. Multilingual Multifaceted Understanding of Online News in Terms of Genre, Framing, and Persuasion Techniques ↗Jakub Piskorski, Nicolas Stefanovitch, Nikolaos Nikolaidis et al. · Long Papers16 citations
  2. PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ↗Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang et al. · Long Papers16 citations
  3. Revisiting non-English Text Simplification: A Unified Multilingual Benchmark ↗Michael J Ryan, Tarek Naous, Wei Xu · Long Papers16 citations
  4. Rogue Scores ↗Max Grusky · Long Papers16 citations
  5. Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation ↗Matthieu Futeral, Cordelia Schmid, Ivan Laptev et al. · Long Papers16 citations
  6. Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ↗Zhenrui Yue, Huimin Zeng, Mengfei Lan et al. · Long Papers16 citations
  7. mCLIP: Multilingual CLIP via Cross-lingual Transfer ↗Guanhua Chen, Lu Hou, Yun Chen et al. · Long Papers16 citations
  8. A Practical Toolkit for Multilingual Question and Answer Generation ↗Asahi Ushio, Fernando Alva-Manchego, Jose Camacho-Collados · System Demonstrations15 citations
  9. Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ↗Lucy Lu Wang, Yulia Otmakhova, Jay DeYoung et al. · Long Papers15 citations
  10. Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ↗Mustafa Ozdayi, Charith Peris, Jack FitzGerald et al. · Short Papers15 citations
  11. DIP: Dead code Insertion based Black-box Attack for Programming Language Model ↗CheolWon Na, YunSeok Choi, Jee-Hyong Lee · Long Papers15 citations
  12. DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions ↗Vijay Viswanathan, Luyu Gao, Tongshuang Wu et al. · Long Papers15 citations
  13. Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models ↗Lennart Wachowiak, Dagmar Gromann · Long Papers15 citations
  14. Dynamic Heterogeneous-Graph Reasoning with Language Models and Knowledge Representation Learning for Commonsense Question Answering ↗Yujie Wang, Hu Zhang, Jiye Liang et al. · Long Papers15 citations
  15. Enhancing Grammatical Error Correction Systems with Explanations ↗Yuejiao Fei, Leyang Cui, Sen Yang et al. · Long Papers15 citations
  16. Evaluating Embedding APIs for Information Retrieval ↗Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo et al. · Industry Track15 citations
  17. Extrinsic Evaluation of Machine Translation Metrics ↗Nikita Moghe, Tom Sherborne, Mark Steedman et al. · Long Papers · 🏆 Outstanding Paper Award15 citations
  18. How Do In-Context Examples Affect Compositional Generalization? ↗Shengnan An, Zeqi Lin, Qiang Fu et al. · Long Papers15 citations
  19. In-Context Analogical Reasoning with Pre-Trained Language Models ↗Xiaoyang Hu, Shane Storks, Richard Lewis et al. · Long Papers15 citations
  20. Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph ↗Qizhi Wan, Changxuan Wan, Keli Xiao et al. · Long Papers15 citations
  21. KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications ↗Hwaran Lee, Seokhee Hong, Joonsuk Park et al. · Industry Track15 citations
  22. MUSTIE: Multimodal Structural Transformer for Web Information Extraction ↗Qifan Wang, Jingang Wang, Xiaojun Quan et al. · Long Papers15 citations
  23. MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages ↗Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende et al. · Long Papers15 citations
  24. Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model ↗Yeskendir Koishekenov, Alexandre Berard, Vassilina Nikoulina · Long Papers15 citations
  25. Metaphor Detection via Explicit Basic Meanings Modelling ↗Yucheng Li, Shun Wang, Chenghua Lin et al. · Short Papers15 citations
  26. RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation ↗Shuai Liu, Hyundong Cho, Marjorie Freedman et al. · Long Papers15 citations
  27. REV: Information-Theoretic Evaluation of Free-Text Rationales ↗Hanjie Chen, Faeze Brahman, Xiang Ren et al. · Long Papers15 citations
  28. RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks ↗Zhaoyang Wang, Zhiyue Liu, Xiaopeng Zheng et al. · Long Papers15 citations
  29. Randomized Positional Encodings Boost Length Generalization of Transformers ↗Anian Ruoss, Grégoire Delétang, Tim Genewein et al. · Short Papers15 citations
  30. Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering ↗Xiaolin Zheng, Mengling Hu, Weiming Liu et al. · Long Papers15 citations
  31. Text-to-SQL Error Correction with Language Models of Code ↗Ziru Chen, Shijie Chen, Michael White et al. · Short Papers15 citations
  32. Understanding and Bridging the Modality Gap for Speech TranslationQingkai Fang, Yang Feng · Long Papers15 citations · our summary
  33. UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human languageNuwa Xi, Sendong Zhao, Haochun Wang et al. · Long Papers15 citations · our summary
  34. A Synthetic Data Generation Framework for Grounded Dialogues ↗Jianzhu Bao, Rui Wang, Yasheng Wang et al. · Long Papers14 citations
  35. CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ↗Jiaxu Zhao, Meng Fang, Zijing Shi et al. · Long Papers14 citations
  36. CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer et al. · Long Papers14 citations · our summary
  37. Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ↗Kaixin Ma, Hao Cheng, Yu Zhang et al. · Long Papers14 citations
  38. ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ↗Shachar Don-Yehiya, Elad Venezian, Colin Raffel et al. · Long Papers14 citations
  39. Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ↗Yue Yu, Rongzhi Zhang, Ran Xu et al. · Long Papers14 citations
  40. Data Curation Alone Can Stabilize In-context Learning ↗Ting-Yun Chang, Robin Jia · Long Papers14 citations
  41. Disentangled Phonetic Representation for Chinese Spelling Correction ↗Zihong Liang, Xiaojun Quan, Qifan Wang · Long Papers14 citations
  42. Distilling Script Knowledge from Large Language Models for Constrained Language Planning ↗Siyu Yuan, Jiangjie Chen, Ziquan Fu et al. · Long Papers · 🏆 Outstanding Paper Award14 citations
  43. Do PLMs Know and Understand Ontological Knowledge? ↗Weiqi Wu, Chengyue Jiang, Yong Jiang et al. · Long Papers · 🏆 Outstanding Paper Award14 citations
  44. Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ↗Xinyu Wang, Lin Gui, Yulan He · Long Papers14 citations
  45. Is Anisotropy Truly Harmful? A Case Study on Text Clustering ↗Mira Ait-Saada, Mohamed Nadif · Short Papers14 citations
  46. Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ↗Rheeya Uppaal, Junjie Hu, Yixuan Li · Long Papers14 citations
  47. Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ↗Anant Khandelwal, Happy Mittal, Shreyas Kulkarni et al. · Industry Track14 citations
  48. Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ↗Jing Xu, Megan Ung, Mojtaba Komeili et al. · Long Papers14 citations
  49. MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ↗Jinyuan Fang, Xiaobin Wang, Zaiqiao Meng et al. · Long Papers14 citations
  50. Movie101: A New Movie Understanding Benchmark ↗Zihao Yue, Qi Zhang, Anwen Hu et al. · Long Papers14 citations
  51. Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog ↗Fanqi Wan, Weizhou Shen, Ke Yang et al. · Long Papers14 citations
  52. MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ↗Bang Yang, Fenglin Liu, Xian Wu et al. · Long Papers14 citations
  53. Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ↗Yingji Li, Mengnan Du, Xin Wang et al. · Long Papers14 citations
  54. S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ↗Benfeng Xu, Quan Wang, Yajuan Lyu et al. · Long Papers14 citations
  55. SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ↗Akshita Jha, Aida Davani, Chandan K. Reddy et al. · Long Papers14 citations
  56. Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model ↗Ali Omrani, Alireza Salkhordeh Ziabari, Charles Yu et al. · Long Papers14 citations
  57. TOME: A Two-stage Approach for Model-based Retrieval ↗Ruiyang Ren, Wayne Xin Zhao, Jing Liu et al. · Long Papers14 citations
  58. The ROOTS Search Tool: Data Transparency for LLMs ↗Aleksandra Piktus, Christopher Akiki, Paulo Villegas et al. · System Demonstrations14 citations
  59. Tokenization and the Noiseless Channel ↗Vilém Zouhar, Clara Meister, Juan Gastaldi et al. · Long Papers14 citations
  60. Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ↗Fred Philippy, Siwen Guo, Shohreh Haddadan · Long Papers14 citations
  61. Weaker Than You Think: A Critical Look at Weakly Supervised Learning ↗Dawei Zhu, Xiaoyu Shen, Marius Mosbach et al. · Long Papers · 🏆 Theme Paper Award; Outstanding Paper Award14 citations
  62. White-Box Multi-Objective Adversarial Attack on Dialogue Generation ↗Yufei Li, Zexin Li, Yingfan Gao et al. · Long Papers14 citations
  63. WikiHowQA: A Comprehensive Benchmark for Multi-Document Non-Factoid Question Answering ↗Valeriia Bolotova-Baranova, Vladislav Blinov, Sofya Filippova et al. · Long Papers14 citations
  64. kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ↗Shudong Liu, Xuebo Liu, Derek F. Wong et al. · Long Papers14 citations
  65. A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ↗Krithika Ramesh, Arnav Chavan, Shrey Pandit et al. · Long Papers13 citations
  66. C-STANCE: A Large Dataset for Chinese Zero-Shot Stance DetectionChenye Zhao, Yingjie Li, Cornelia Caragea · Long Papers13 citations · our summary
  67. CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning ↗Weiqi Wang, Tianqing Fang, Baixuan Xu et al. · Long Papers13 citations
  68. Composition-contrastive Learning for Sentence Embeddings ↗Sachin Chanchani, Ruihong Huang · Long Papers13 citations
  69. Direct Fact Retrieval from Knowledge Graphs without Entity Linking ↗Jinheon Baek, Alham Fikri Aji, Jens Lehmann et al. · Long Papers13 citations
  70. ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit ↗Brian Yan, Jiatong Shi, Yun Tang et al. · System Demonstrations13 citations
  71. Exploring Better Text Image Translation with Multimodal Codebook ↗Zhibin Lan, Jiawei Yu, Xiang Li et al. · Long Papers13 citations
  72. Exploring Continual Learning for Code Generation Models ↗Prateek Yadav, Qing Sun, Hantian Ding et al. · Short Papers13 citations
  73. FairPrism: Evaluating Fairness-Related Harms in Text Generation ↗Eve Fleisig, Aubrie Amstutz, Chad Atalla et al. · Long Papers13 citations
  74. Finding the Pillars of Strength for Multi-Head Attention ↗Jinjie Ni, Rui Mao, Zonglin Yang et al. · Long Papers13 citations
  75. HyperMixer: An MLP-based Low Cost Alternative to Transformers ↗Florian Mai, Arnaud Pannatier, Fabio Fehr et al. · Long Papers13 citations
  76. Learning Better Masking for Better Language Model Pre-training ↗Dongjie Yang, Zhuosheng Zhang, Hai Zhao · Long Papers13 citations
  77. MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions ↗Hao Sun, Zhexin Zhang, Fei Mi et al. · Long Papers13 citations
  78. Multi-Document Summarization with Centroid-Based Pretraining ↗Ratish Surendran Puduppully, Parag Jain, Nancy Chen et al. · Short Papers13 citations
  79. Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling ↗HeGang Chen, Pengbo Mao, Yuyin Lu et al. · Long Papers13 citations
  80. On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ↗Tianxing He, Jingyu Zhang, Tianle Wang et al. · Long Papers13 citations
  81. PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image TranslationShaolin Zhu, Shangjie Li, Yikun Lei et al. · Long Papers13 citations · our summary
  82. QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations ↗Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang et al. · Long Papers · 🏆 Outstanding Paper Award13 citations
  83. Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ↗Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal et al. · Long Papers13 citations
  84. TableVLM: Multi-modal Pre-training for Table Structure Recognition ↗Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng et al. · Long Papers13 citations
  85. TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities ↗Zhe Zhao, Yudong Li, Cheng Hou et al. · System Demonstrations13 citations
  86. The Turing Quest: Can Transformers Make Good NPCs? ↗Qi Chen Gao, Ali Emami · Student Research Workshop13 citations
  87. Training Trajectories of Language Models Across Scales ↗Mengzhou Xia, Mikel Artetxe, Chunting Zhou et al. · Long Papers13 citations
  88. USSA: A Unified Table Filling Scheme for Structured Sentiment Analysis ↗Zepeng Zhai, Hao Chen, Ruifan Li et al. · Long Papers13 citations
  89. UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction ↗Hang Yan, Yu Sun, Xiaonan Li et al. · Long Papers13 citations
  90. Understanding Client Reactions in Online Mental Health Counseling ↗Anqi Li, Lizhi Ma, Yaling Mei et al. · Long Papers13 citations
  91. Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ↗Zejun Li, Zhihao Fan, Jingjing Chen et al. · Long Papers13 citations
  92. VLN-Trans: Translator for the Vision and Language Navigation Agent ↗Yue Zhang, Parisa Kordjamshidi · Long Papers13 citations
  93. What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ↗Ori Ram, Liat Bezalel, Adi Zicher et al. · Long Papers13 citations
  94. What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric ↗Enrico Liscio, Oscar Araque, Lorenzo Gatti et al. · Long Papers13 citations
  95. A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ↗Rohan Bhambhoria, Lei Chen, Xiaodan Zhu · Short Papers12 citations
  96. AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ↗Siyue Wu, Hongzhan Chen, Xiaojun Quan et al. · Long Papers12 citations
  97. BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric ↗Mingda Chen, Paul-Ambroise Duquenne, Pierre Andrews et al. · Long Papers12 citations
  98. ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models ↗Jonas Belouadi, Steffen Eger · Long Papers12 citations
  99. CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ↗Zhenhui Ye, Rongjie Huang, Yi Ren et al. · Long Papers12 citations
  100. ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ↗Valentina Pyatkin, Jena D. Hwang, Vivek Srikumar et al. · Long Papers12 citations

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