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ACL 2023: all accepted papers

1,249 papers · page 10 of 13 · the most cited first · ← ACL 2023

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  1. GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding ↗Jia-Chen Gu, Zhenhua Ling, Quan Liu et al. · Long Papers3 citations
  2. Generating Text from Language Models ↗Afra Amini, Ryan Cotterell, John Hewitt et al. · Tutorial Abstracts3 citations
  3. Gradient Ascent Post-training Enhances Language Model Generalization ↗Dongkeun Yoon, Joel Jang, Sungdong Kim et al. · Short Papers3 citations
  4. History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ↗Hao Sun, Yang Li, Liwei Deng et al. · Long Papers3 citations
  5. How Well Apply Simple MLP to Incomplete Utterance Rewriting? ↗Jiang Li, Xiangdong Su, Xinlan Ma et al. · Short Papers3 citations
  6. In and Out-of-Domain Text Adversarial Robustness via Label Smoothing ↗Yahan Yang, Soham Dan, Dan Roth et al. · Short Papers3 citations
  7. In-sample Curriculum Learning by Sequence Completion for Natural Language Generation ↗Qi Jia, Yizhu Liu, Haifeng Tang et al. · Long Papers3 citations
  8. Indirectly Supervised Natural Language Processing ↗Wenpeng Yin, Muhao Chen, Ben Zhou et al. · Tutorial Abstracts3 citations
  9. Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ↗Maksim Eremeev, Ilya Valmianski, Xavier Amatriain et al. · Long Papers3 citations
  10. Introducing Semantics into Speech Encoders ↗Derek Xu, Shuyan Dong, Changhan Wang et al. · Long Papers3 citations
  11. K-pop and fake facts: from texts to smart alerting for maritime security ↗Maxime Prieur, Souhir Gahbiche, Guillaume Gadek et al. · Industry Track3 citations
  12. KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models ↗Zhiwei Jia, Pradyumna Narayana, Arjun Akula et al. · Industry Track3 citations
  13. KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations ↗Myeongjun Jang, Bodhisattwa Prasad Majumder, Julian McAuley et al. · Short Papers3 citations
  14. LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction ↗Jeremiah Milbauer, Annie Louis, Mohammad Javad Hosseini et al. · Long Papers3 citations
  15. Language Detoxification with Attribute-Discriminative Latent Space ↗Jin Myung Kwak, Minseon Kim, Sung Ju Hwang · Long Papers3 citations
  16. Large-scale Lifelong Learning of In-context Instructions and How to Tackle It ↗Jisoo Mok, Jaeyoung Do, Sungjin Lee et al. · Long Papers3 citations
  17. Learning Multi-Step Reasoning by Solving Arithmetic Tasks ↗Tianduo Wang, Wei Lu · Short Papers3 citations
  18. Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ↗Subhajit Chaudhury, Sarathkrishna Swaminathan, Daiki Kimura et al. · Long Papers3 citations
  19. Learning to Substitute Spans towards Improving Compositional Generalization ↗Zhaoyi Li, Ying Wei, Defu Lian · Long Papers3 citations
  20. Leveraging Prefix Transfer for Multi-Intent Text Revision ↗Ruining Chong, Cunliang Kong, Liu Wu et al. · Short Papers3 citations
  21. Local Byte Fusion for Neural Machine Translation ↗Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng et al. · Long Papers3 citations
  22. Log-linear Guardedness and its Implications ↗Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell · Long Papers3 citations
  23. Long-Tailed Question Answering in an Open World ↗Yi Dai, Hao Lang, Yinhe Zheng et al. · Long Papers3 citations
  24. MEMEX: Detecting Explanatory Evidence for Memes via Knowledge-Enriched Contextualization ↗Shivam Sharma, Ramaneswaran S, Udit Arora et al. · Long Papers3 citations
  25. NLP Reproducibility For All: Understanding Experiences of Beginners ↗Shane Storks, Keunwoo Yu, Ziqiao Ma et al. · Long Papers3 citations
  26. Native Language Prediction from Gaze: a Reproducibility Study ↗Lina Skerath, Paulina Toborek, Anita Zielińska et al. · Student Research Workshop3 citations
  27. NeuroX Library for Neuron Analysis of Deep NLP Models ↗Fahim Dalvi, Hassan Sajjad, Nadir Durrani · System Demonstrations3 citations
  28. NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ↗Iyanuoluwa Shode, David Ifeoluwa Adelani, Jing Peng et al. · Short Papers3 citations
  29. On the Efficacy of Sampling Adapters ↗Clara Meister, Tiago Pimentel, Luca Malagutti et al. · Long Papers3 citations
  30. PEEP-Talk: A Situational Dialogue-based Chatbot for English Education ↗Seungjun Lee, Yoonna Jang, Chanjun Park et al. · System Demonstrations3 citations
  31. Personality Understanding of Fictional Characters during Book Reading ↗Mo Yu, Jiangnan Li, Shunyu Yao et al. · Long Papers3 citations
  32. Pipeline for modeling causal beliefs from natural language ↗J Hunter Priniski, Ishaan Verma, Fred Morstatter · System Demonstrations3 citations
  33. Pre-training Multi-party Dialogue Models with Latent Discourse Inference ↗Yiyang Li, Xinting Huang, Wei Bi et al. · Long Papers3 citations
  34. Pretrained Bidirectional Distillation for Machine Translation ↗Yimeng Zhuang, Mei Tu · Long Papers3 citations
  35. Privacy-Preserving Domain Adaptation of Semantic Parsers ↗Fatemehsadat Mireshghallah, Yu Su, Tatsunori Hashimoto et al. · Long Papers3 citations
  36. Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation ↗Taha Aksu, Min-Yen Kan, Nancy Chen · Long Papers3 citations
  37. Pruning Pre-trained Language Models Without Fine-Tuning ↗Ting Jiang, Deqing Wang, Fuzhen Zhuang et al. · Long Papers3 citations
  38. RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation ↗Gabriele Sarti, Phu Mon Htut, Xing Niu et al. · Short Papers3 citations
  39. RadLing: Towards Efficient Radiology Report Understanding ↗Rikhiya Ghosh, Oladimeji Farri, Sanjeev Kumar Karn et al. · Industry Track3 citations
  40. Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed ↗Bingyan Liu, Weifeng Lin, Zhongjie Duan et al. · Industry Track3 citations
  41. Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing ↗Chengyue Jiang, Wenyang Hui, Yong Jiang et al. · Long Papers3 citations
  42. Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ↗Xuebo Liu, Yutong Wang, Derek F. Wong et al. · Long Papers3 citations
  43. SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT ↗Aditya Yadavalli, Alekhya Yadavalli, Vera Tobin · Long Papers3 citations
  44. SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres ↗Shumin Deng, Shengyu Mao, Ningyu Zhang et al. · Long Papers3 citations
  45. Semantic Ambiguity Detection in Sentence Classification using Task-Specific Embeddings ↗Jong Myoung Kim, Young-jun Lee, Sangkeun Jung et al. · Industry Track3 citations
  46. Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ↗Ananjan Nandi, Navdeep Kaur, Parag Singla et al. · Short Papers3 citations
  47. Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages ↗Yasmine Karoui, Rémi Lebret, Negar Foroutan Eghlidi et al. · Short Papers3 citations
  48. StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation ↗Yulun Du, Lydia Chilton · Long Papers3 citations
  49. Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level Learning ↗Tharindu Cyril Weerasooriya, Sarah Luger, Saloni Poddar et al. · Long Papers3 citations
  50. Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ↗Kewei Cheng, Xian Li, Zhengyang Wang et al. · Industry Track3 citations
  51. TabGenie: A Toolkit for Table-to-Text Generation ↗Zdeněk Kasner, Ekaterina Garanina, Ondrej Platek et al. · System Demonstrations3 citations
  52. To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ↗Dheeru Dua, Emma Strubell, Sameer Singh et al. · Long Papers3 citations
  53. Token-Level Self-Evolution Training for Sequence-to-Sequence Learning ↗Keqin Peng, Liang Ding, Qihuang Zhong et al. · Short Papers3 citations
  54. Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ↗Liyan Xu, Chenwei Zhang, Xian Li et al. · Long Papers3 citations
  55. Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ↗Linlin Liu, Xingxuan Li, Megh Thakkar et al. · Long Papers3 citations
  56. Towards Understanding Omission in Dialogue Summarization ↗Yicheng Zou, Kaitao Song, Xu Tan et al. · Long Papers3 citations
  57. Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge ↗Vasudha Varadarajan, Swanie Juhng, Syeda Mahwish et al. · Long Papers · 🏆 Outstanding Paper Award3 citations
  58. TwistList: Resources and Baselines for Tongue Twister Generation ↗Tyler Loakman, Chen Tang, Chenghua Lin · Short Papers3 citations
  59. Uncovering and Categorizing Social Biases in Text-to-SQL ↗Yan Liu, Yan Gao, Zhe Su et al. · Long Papers3 citations
  60. Understanding and Improving the Robustness of Terminology Constraints in Neural Machine Translation ↗Huaao Zhang, Qiang Wang, Bo Qin et al. · Long Papers3 citations
  61. UniLG: A Unified Structure-aware Framework for Lyrics Generation ↗Tao Qian, Fan Lou, Jiatong Shi et al. · Long Papers3 citations
  62. WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ↗Qiyu Wu, Masaaki Nagata, Yoshimasa Tsuruoka · Long Papers3 citations
  63. We Understand Elliptical Sentences, and Language Models should Too: A New Dataset for Studying Ellipsis and its Interaction with Thematic FitDavide Testa, Emmanuele Chersoni, Alessandro Lenci · Long Papers3 citations · our summary
  64. WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning ↗Wenhao Wu, Wei Li, Xinyan Xiao et al. · Long Papers3 citations
  65. Weakly Supervised Vision-and-Language Pre-training with Relative Representations ↗Chi Chen, Peng Li, Maosong Sun et al. · Long Papers3 citations
  66. WebIE: Faithful and Robust Information Extraction on the Web ↗Chenxi Whitehouse, Clara Vania, Alham Fikri Aji et al. · Long Papers3 citations
  67. What is the Real Intention behind this Question? Dataset Collection and Intention Classification ↗Maryam Sadat Mirzaei, Kourosh Meshgi, Satoshi Sekine · Long Papers3 citations
  68. When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ↗Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang et al. · Long Papers3 citations
  69. XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models ↗Dong-Ho Lee, Akshen Kadakia, Brihi Joshi et al. · System Demonstrations3 citations
  70. xPQA: Cross-Lingual Product Question Answering in 12 Languages ↗Xiaoyu Shen, Akari Asai, Bill Byrne et al. · Industry Track3 citations
  71. xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ↗Mingda Chen, Kevin Heffernan, Onur Çelebi et al. · Short Papers3 citations
  72. (QA)$^2$: Question Answering with Questionable Assumptions ↗Najoung Kim, Phu Mon Htut, Samuel R. Bowman et al. · Long Papers2 citations
  73. A Crosslingual Investigation of Conceptualization in 1335 Languages ↗Yihong Liu, Haotian Ye, Leonie Weissweiler et al. · Long Papers2 citations
  74. A Hyperparameter Optimization Toolkit for Neural Machine Translation Research ↗Xuan Zhang, Kevin Duh, Paul McNamee · System Demonstrations2 citations
  75. A Natural Bias for Language Generation Models ↗Clara Meister, Wojciech Stokowiec, Tiago Pimentel et al. · Short Papers2 citations
  76. An Efficient Conversational Smart Compose System ↗Yun Zhu, Xiayu Chen, Lei Shu et al. · System Demonstrations2 citations
  77. Answering Unanswered Questions through Semantic Reformulations in Spoken QA ↗Pedro Faustini, Zhiyu Chen, Besnik Fetahu et al. · Industry Track2 citations
  78. Application-Agnostic Language Modeling for On-Device ASR ↗Markus Nussbaum-thom, Lyan Verwimp, Youssef Oualil · Industry Track2 citations
  79. Autodive: An Integrated Onsite Scientific Literature Annotation Tool ↗Yi Du, Ludi Wang, Mengyi Huang et al. · System Demonstrations2 citations
  80. BIG-C: a Multimodal Multi-Purpose Dataset for Bemba ↗Claytone Sikasote, Eunice Mukonde, Md Mahfuz Ibn Alam et al. · Long Papers2 citations
  81. Back to Patterns: Efficient Japanese Morphological Analysis with Feature-Sequence Trie ↗Naoki Yoshinaga · Short Papers2 citations
  82. Best-k Search Algorithm for Neural Text Generation ↗Jiacheng Xu, Caiming Xiong, Silvio Savarese et al. · Long Papers2 citations
  83. Black-box language model explanation by context length probing ↗Ondřej Cífka, Antoine Liutkus · Short Papers2 citations
  84. Bootstrapping Neural Relation and Explanation Classifiers ↗Zheng Tang, Mihai Surdeanu · Short Papers2 citations
  85. Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models ↗Qinhong Zhou, Zonghan Yang, Peng Li et al. · Long Papers2 citations
  86. CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ↗Liang Li, Ruiying Geng, Chengyang Fang et al. · Long Papers2 citations
  87. CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning ↗Jianing Zhou, Ziheng Zeng, Suma Bhat · Long Papers2 citations
  88. COGEN: Abductive Commonsense Language Generation ↗Rohola Zandie, Danny Brahman, Mohammad Mahoor · Short Papers2 citations
  89. CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection ↗Chongyang Tao, Jiazhan Feng, Tao Shen et al. · Long Papers2 citations
  90. Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk ↗Jianquan Li, XiangBo Wu, Xiaokang Liu et al. · Long Papers2 citations
  91. Characterizing and Measuring Linguistic Dataset Drift ↗Tyler A. Chang, Kishaloy Halder, Neha Anna John et al. · Long Papers2 citations
  92. Class based Influence Functions for Error Detection ↗Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran et al. · Short Papers2 citations
  93. Complex Reasoning in Natural Language ↗Wenting Zhao, Mor Geva, Bill Yuchen Lin et al. · Tutorial Abstracts2 citations
  94. Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning ↗Shivaen Ramshetty, Gaurav Verma, Srijan Kumar · Long Papers2 citations
  95. Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ↗Mehwish Fatima, Michael Strube · Long Papers2 citations
  96. DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ↗William Held, Christopher Hidey, Fei Liu et al. · Long Papers2 citations
  97. DIAGRAPH: An Open-Source Graphic Interface for Dialog Flow Design ↗Dirk Väth, Lindsey Vanderlyn, Ngoc Thang Vu · System Demonstrations2 citations
  98. Decoder Tuning: Efficient Language Understanding as Decoding ↗Ganqu Cui, Wentao Li, Ning Ding et al. · Long Papers2 citations
  99. DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ↗Pei Ke, Fei Huang, Fei Mi et al. · Long Papers2 citations
  100. Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ↗Daniel Sosa, Malavika Suresh, Christopher Potts et al. · Short Papers2 citations

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