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ACL 2023: all accepted papers

1,249 papers · page 6 of 13 · the most cited first · ← ACL 2023

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  1. Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective GenerationWei Liu, Michael Strube · Long Papers9 citations · our summary
  2. Authorship Attribution of Late 19th Century Novels using GAN-BERT ↗Kanishka Silva, Burcu Can, Frédéric Blain et al. · Student Research Workshop9 citations
  3. Being Right for Whose Right Reasons? ↗Terne Sasha Thorn Jakobsen, Laura Cabello, Anders Søgaard · Long Papers9 citations
  4. Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ↗Barun Patra, Saksham Singhal, Shaohan Huang et al. · Long Papers9 citations
  5. CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ↗Marcos Treviso, Alexis Ross, Nuno M. Guerreiro et al. · Long Papers9 citations
  6. Data Selection for Fine-tuning Large Language Models Using Transferred Shapley Values ↗Stephanie Schoch, Ritwick Mishra, Yangfeng Ji · Student Research Workshop9 citations
  7. Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ↗Fan Yin, Jesse Vig, Philippe Laban et al. · Long Papers9 citations
  8. Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ↗Po-Nien Kung, Nanyun Peng · Short Papers9 citations
  9. Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems ↗Sarah E. Finch, James D. Finch, Jinho D. Choi · Long Papers9 citations
  10. EM Pre-training for Multi-party Dialogue Response Generation ↗Yiyang Li, Hai Zhao · Long Papers9 citations
  11. FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph ↗Xiaodan Wang, Chengyu Wang, Lei Li et al. · Industry Track9 citations
  12. Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models ↗Zhong Zhang, Bang Liu, Junming Shao · Long Papers9 citations
  13. FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ↗Chen-Yu Lee, Chun-Liang Li, Hao Zhang et al. · Long Papers9 citations
  14. Generating EDU Extracts for Plan-Guided Summary Re-Ranking ↗Griffin Adams, Alex Fabbri, Faisal Ladhak et al. · Long Papers9 citations
  15. Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond ↗Yang Deng, Wenqiang Lei, Minlie Huang et al. · Tutorial Abstracts9 citations
  16. HistRED: A Historical Document-Level Relation Extraction Dataset ↗Soyoung Yang, Minseok Choi, Youngwoo Cho et al. · Long Papers9 citations
  17. Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks ↗Yun Tang, Anna Sun, Hirofumi Inaguma et al. · Long Papers · 🏆 Outstanding Paper Award9 citations
  18. Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation ↗Jiong Cai, Shen Huang, Yong Jiang et al. · Short Papers9 citations
  19. Improving the Robustness of Summarization Systems with Dual Augmentation ↗Xiuying Chen, Guodong Long, Chongyang Tao et al. · Long Papers9 citations
  20. IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages ↗Ananya Sai B, Tanay Dixit, Vignesh Nagarajan et al. · Long Papers9 citations
  21. Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction ↗Huawen Feng, Junlong Liu, Junhao Zheng et al. · Long Papers9 citations
  22. LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ↗Jingfan Zhang, Ming Tan, Pengyu Dai et al. · Student Research Workshop · 🏆 SRW Best Paper Award9 citations
  23. Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification ↗Chih Yao Chen, Tun Min Hung, Yi-Li Hsu et al. · Long Papers9 citations
  24. Learning Language-Specific Layers for Multilingual Machine Translation ↗Telmo Pires, Robin Schmidt, Yi-Hsiu Liao et al. · Long Papers9 citations
  25. LexSym: Compositionality as Lexical Symmetry ↗Ekin Akyurek, Jacob Andreas · Long Papers · 🏆 Area Chair Award (Semantics: Lexical)9 citations
  26. Local Interpretation of Transformer Based on Linear Decomposition ↗Sen Yang, Shujian Huang, Wei Zou et al. · Long Papers9 citations
  27. MGR: Multi-generator Based Rationalization ↗Wei Liu, Haozhao Wang, Jun Wang et al. · Long Papers9 citations
  28. Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ↗Chenglei Si, Dan Friedman, Nitish Joshi et al. · Long Papers9 citations
  29. Measuring Progress in Fine-grained Vision-and-Language Understanding ↗Emanuele Bugliarello, Laurent Sartran, Aishwarya Agrawal et al. · Long Papers9 citations
  30. MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering ↗Vaishali Pal, Andrew Yates, Evangelos Kanoulas et al. · Long Papers9 citations
  31. Multilingual Conceptual Coverage in Text-to-Image Models ↗Michael Saxon, William Yang Wang · Long Papers9 citations
  32. NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks ↗Xinpeng Zhang, Ming Tan, Jingfan Zhang et al. · Industry Track9 citations
  33. Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation ↗Nuno M. Guerreiro, Pierre Colombo, Pablo Piantanida et al. · Long Papers9 citations
  34. Prefix Propagation: Parameter-Efficient Tuning for Long Sequences ↗Jonathan Li, Will Aitken, Rohan Bhambhoria et al. · Short Papers9 citations
  35. Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection ↗Christopher Clarke, Matthew Hall, Gaurav Mittal et al. · Long Papers9 citations
  36. STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions ↗Michel Plüss, Jan Deriu, Yanick Schraner et al. · Short Papers9 citations
  37. ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ↗Jingyuan S. She, Christopher Potts, Samuel R. Bowman et al. · Short Papers9 citations
  38. Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions ↗Satwik Bhattamishra, Arkil Patel, Varun Kanade et al. · Long Papers9 citations
  39. TAVT: Towards Transferable Audio-Visual Text Generation ↗Wang Lin, Tao Jin, Wenwen Pan et al. · Long Papers9 citations
  40. Tailoring Instructions to Student's Learning Levels Boosts Knowledge Distillation ↗Yuxin Ren, Zihan Zhong, Xingjian Shi et al. · Long Papers9 citations
  41. Target-Side Augmentation for Document-Level Machine Translation ↗Guangsheng Bao, Zhiyang Teng, Yue Zhang · Long Papers9 citations
  42. Topic-Guided Sampling For Data-Efficient Multi-Domain Stance DetectionErik Arakelyan, Arnav Arora, Isabelle Augenstein · Long Papers9 citations · our summary
  43. Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts ↗Mounica Maddela, Megan Ung, Jing Xu et al. · Long Papers9 citations
  44. Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ↗Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulić · Long Papers9 citations
  45. A Measure-Theoretic Characterization of Tight Language Models ↗Li Du, Lucas Torroba Hennigen, Tiago Pimentel et al. · Long Papers8 citations
  46. A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization ↗Lining Zhang, Simon Mille, Yufang Hou et al. · Long Papers8 citations
  47. A Survey on Asking Clarification Questions Datasets in Conversational Systems ↗Hossein A. Rahmani, Xi Wang, Yue Feng et al. · Long Papers8 citations
  48. Attributable and Scalable Opinion Summarization ↗Tom Hosking, Hao Tang, Mirella Lapata · Long Papers8 citations
  49. BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training ↗Yiming Yan, Tao Wang, Chengqi Zhao et al. · Long Papers8 citations
  50. Benchmarking Large Language Model Capabilities for Conditional Generation ↗Joshua Maynez, Priyanka Agrawal, Sebastian Gehrmann · Long Papers8 citations
  51. Causality-aware Concept Extraction based on Knowledge-guided Prompting ↗Siyu Yuan, Deqing Yang, Jinxi Liu et al. · Long Papers8 citations
  52. Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites ↗Simiao Zuo, Qingyu Yin, Haoming Jiang et al. · Industry Track8 citations
  53. Cross-lingual Continual Learning ↗Meryem M'hamdi, Xiang Ren, Jonathan May · Long Papers8 citations
  54. Dealing with Semantic Underspecification in Multimodal NLP ↗Sandro Pezzelle · Long Papers8 citations
  55. Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ↗Ashim Gupta, Carter Blum, Temma Choji et al. · Long Papers8 citations
  56. Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model ↗Chantal Amrhein, Florian Schottmann, Rico Sennrich et al. · Long Papers8 citations
  57. FLamE: Few-shot Learning from Natural Language Explanations ↗Yangqiaoyu Zhou, Yiming Zhang, Chenhao Tan · Long Papers8 citations
  58. GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ↗Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang et al. · Long Papers8 citations
  59. Guiding Computational Stance Detection with Expanded Stance Triangle FrameworkZhengyuan Liu, Yong Keong Yap, Hai Leong Chieu et al. · Long Papers8 citations · our summary
  60. How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives ↗Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze et al. · Short Papers8 citations
  61. Human-in-the-loop Schema Induction ↗Tianyi Zhang, Isaac Tham, Zhaoyi Hou et al. · System Demonstrations8 citations
  62. Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection ↗Luis Guzman Nateras, Franck Dernoncourt, Thien Nguyen · Long Papers8 citations
  63. I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons ↗Pei Zhou, Andrew Zhu, Jennifer Hu et al. · Long Papers8 citations
  64. InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation ↗Anwen Hu, Shizhe Chen, Liang Zhang et al. · Long Papers8 citations
  65. Learning to Imagine: Visually-Augmented Natural Language Generation ↗Tianyi Tang, Yushuo Chen, Yifan Du et al. · Long Papers8 citations
  66. Math Word Problem Solving by Generating Linguistic Variants of Problem Statements ↗Syed Rifat Raiyan, Md Nafis Faiyaz, Shah Md. Jawad Kabir et al. · Student Research Workshop8 citations
  67. MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ↗Masoud Monajatipoor, Liunian Harold Li, Mozhdeh Rouhsedaghat et al. · Short Papers8 citations
  68. Morphological Inflection: A Reality CheckJordan Kodner, Sarah Payne, Salam Khalifa et al. · Long Papers8 citations · our summary
  69. Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling ↗Haw-Shiuan Chang, Ruei-Yao Sun, Kathryn Ricci et al. · Long Papers8 citations
  70. Multimodal Neural Machine Translation Using Synthetic Images Transformed by Latent Diffusion Model ↗Ryoya Yuasa, Akihiro Tamura, Tomoyuki Kajiwara et al. · Student Research Workshop8 citations
  71. PAD-Net: An Efficient Framework for Dynamic Networks ↗Shwai He, Liang Ding, Daize Dong et al. · Long Papers8 citations
  72. PAL to Lend a Helping Hand: Towards Building an Emotion Adaptive Polite and Empathetic Counseling Conversational Agent ↗Kshitij Mishra, Priyanshu Priya, Asif Ekbal · Long Papers8 citations
  73. Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ↗Zujie Liang, Feng Wei, Yin Jie et al. · Long Papers8 citations
  74. Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ↗Siyuan Wang, Zhongyu Wei, Meng Han et al. · Long Papers8 citations
  75. RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ↗Zheng Liu, Shitao Xiao, Yingxia Shao et al. · Long Papers8 citations
  76. The CRINGE Loss: Learning what language not to model ↗Leonard Adolphs, Tianyu Gao, Jing Xu et al. · Long Papers8 citations
  77. The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks ↗Nikil Selvam, Sunipa Dev, Daniel Khashabi et al. · Short Papers · 🏆 Outstanding Paper Award8 citations
  78. Towards Boosting the Open-Domain Chatbot with Human Feedback ↗Hua Lu, Siqi Bao, Huang He et al. · Long Papers8 citations
  79. Towards Higher Pareto Frontier in Multilingual Machine Translation ↗Yichong Huang, Xiaocheng Feng, Xinwei Geng et al. · Long Papers8 citations
  80. Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation ↗Soyoung Yoon, Sungjoon Park, Gyuwan Kim et al. · Long Papers8 citations
  81. Translation-Enhanced Multilingual Text-to-Image Generation ↗Yaoyiran Li, Ching-Yun Chang, Stephen Rawls et al. · Long Papers8 citations
  82. Typo-Robust Representation Learning for Dense Retrieval ↗Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat et al. · Short Papers8 citations
  83. UMRSpell: Unifying the Detection and Correction Parts of Pre-trained Models towards Chinese Missing, Redundant, and Spelling Correction ↗Zheyu He, Yujin Zhu, Linlin Wang et al. · Long Papers8 citations
  84. What Makes Pre-trained Language Models Better Zero-shot Learners? ↗Jinghui Lu, Dongsheng Zhu, Weidong Han et al. · Long Papers8 citations
  85. What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ↗Griffin Adams, Bichlien Nguyen, Jake Smith et al. · Long Papers8 citations
  86. A Static Evaluation of Code Completion by Large Language Models ↗Hantian Ding, Varun Kumar, Yuchen Tian et al. · Industry Track7 citations
  87. A dynamic programming algorithm for span-based nested named-entity recognition in $O(n^2)$ ↗Caio Corro · Long Papers7 citations
  88. Attention as a Guide for Simultaneous Speech Translation ↗Sara Papi, Matteo Negri, Marco Turchi · Long Papers7 citations
  89. BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting ↗Wei Zhu, Peng Wang, Yuan Ni et al. · Industry Track7 citations
  90. BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ↗Shicheng Xu, Liang Pang, Huawei Shen et al. · Long Papers7 citations
  91. BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases ↗Xin Liu, Muhammad Khalifa, Lu Wang · Short Papers7 citations
  92. BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering ↗Jie He, Simon U, Victor Gutierrez-Basulto et al. · Short Papers7 citations
  93. Better Simultaneous Translation with Monotonic Knowledge Distillation ↗Shushu Wang, Jing Wu, Kai Fan et al. · Long Papers7 citations
  94. CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition ↗Tingting Ma, Qianhui Wu, Huiqiang Jiang et al. · Long Papers7 citations
  95. Combo of Thinking and Observing for Outside-Knowledge VQA ↗Qingyi Si, Yuchen Mo, Zheng Lin et al. · Long Papers7 citations
  96. Connective Prediction for Implicit Discourse Relation Recognition via Knowledge DistillationHongyi Wu, Hao Zhou, Man Lan et al. · Long Papers7 citations · our summary
  97. DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ↗Menglong Lu, Zhen Huang, Yunxiang Zhao et al. · Long Papers7 citations
  98. DecompX: Explaining Transformers Decisions by Propagating Token Decomposition ↗Ali Modarressi, Mohsen Fayyaz, Ehsan Aghazadeh et al. · Long Papers7 citations
  99. Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery ↗Yutao Mou, Xiaoshuai Song, Keqing He et al. · Long Papers7 citations
  100. DeepPavlov Dream: Platform for Building Generative AI Assistants ↗Diliara Zharikova, Daniel Kornev, Fedor Ignatov et al. · System Demonstrations7 citations

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