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ACL 2023: all accepted papers

1,249 papers · page 7 of 13 · the most cited first · ← ACL 2023

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  1. Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction ↗Haotian Chen, Bingsheng Chen, Xiangdong Zhou · Long Papers7 citations
  2. DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ↗Chenzhengyi Liu, Jie Huang, Kerui Zhu et al. · Long Papers7 citations
  3. Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels ↗Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma et al. · Long Papers7 citations
  4. Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ↗Qingyue Wang, Liang Ding, Yanan Cao et al. · Long Papers7 citations
  5. Elaboration-Generating Commonsense Question Answering at Scale ↗Wenya Wang, Vivek Srikumar, Hannaneh Hajishirzi et al. · Long Papers7 citations
  6. Few-Shot Document-Level Event Argument Extraction ↗Xianjun Yang, Yujie Lu, Linda Petzold · Long Papers7 citations
  7. FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ↗Qinyuan Ye, Iz Beltagy, Matthew Peters et al. · Long Papers7 citations
  8. Forgotten Knowledge: Examining the Citational Amnesia in NLP ↗Janvijay Singh, Mukund Rungta, Diyi Yang et al. · Long Papers7 citations
  9. GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model ↗Shicheng Tan, Weng Lam Tam, Yuanchun Wang et al. · Industry Track7 citations
  10. GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ↗Jian Yang, Shuming Ma, Li Dong et al. · Long Papers7 citations
  11. Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation RecognitionHaodong Zhao, Ruifang He, Mengnan Xiao et al. · Long Papers7 citations · our summary
  12. KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ↗Shangbin Feng, Zhaoxuan Tan, Wenqian Zhang et al. · Long Papers7 citations
  13. Learning Optimal Policy for Simultaneous Machine Translation via Binary Search ↗Shoutao Guo, Shaolei Zhang, Yang Feng · Long Papers7 citations
  14. Linguistic representations for fewer-shot relation extraction across domains ↗Sireesh Gururaja, Ritam Dutt, Tinglong Liao et al. · Long Papers7 citations
  15. Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text ↗Qianhui Wu, Huiqiang Jiang, Haonan Yin et al. · Long Papers7 citations
  16. Multilingual Knowledge Graph Completion with Language-Sensitive Multi-Graph Attention ↗Rongchuan Tang, Yang Zhao, Chengqing Zong et al. · Long Papers7 citations
  17. Neural Machine Translation for Mathematical Formulae ↗Felix Petersen, Moritz Schubotz, Andre Greiner-Petter et al. · Long Papers7 citations
  18. PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ↗Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian et al. · Short Papers7 citations
  19. PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ↗Yunshui Li, Binyuan Hui, ZhiChao Yin et al. · Long Papers7 citations
  20. Peer-Label Assisted Hierarchical Text Classification ↗Junru Song, Feifei Wang, Yang Yang · Long Papers7 citations
  21. PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ↗Weiwen Xu, Xin Li, Yang Deng et al. · Long Papers7 citations
  22. RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue ↗Zhengliang Shi, Weiwei Sun, Shuo Zhang et al. · Long Papers7 citations
  23. Revisiting Automated Prompting: Are We Actually Doing Better? ↗Yulin Zhou, Yiren Zhao, Ilia Shumailov et al. · Short Papers7 citations
  24. Riveter: Measuring Power and Social Dynamics Between Entities ↗Maria Antoniak, Anjalie Field, Jimin Mun et al. · System Demonstrations7 citations
  25. SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes ↗Jivnesh Sandhan, Anshul Agarwal, Laxmidhar Behera et al. · System Demonstrations7 citations
  26. SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation ↗Junkai Zhou, Liang Pang, Huawei Shen et al. · Long Papers7 citations
  27. Subset Retrieval Nearest Neighbor Machine Translation ↗Hiroyuki Deguchi, Taro Watanabe, Yusuke Matsui et al. · Long Papers7 citations
  28. Substitution-based Semantic Change Detection using Contextual Embeddings ↗Dallas Card · Short Papers7 citations
  29. The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ↗Matthias Orlikowski, Paul Röttger, Philipp Cimiano et al. · Short Papers7 citations
  30. The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics ↗Ricardo Rei, Nuno M. Guerreiro, Marcos Treviso et al. · Short Papers7 citations
  31. Training-free Neural Architecture Search for RNNs and Transformers ↗Aaron Serianni, Jugal Kalita · Long Papers7 citations
  32. U-CREAT: Unsupervised Case Retrieval using Events extrAcTion ↗Abhinav Joshi, Akshat Sharma, Sai Kiran Tanikella et al. · Long Papers7 citations
  33. UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ↗Xinyi Mou, Zhongyu Wei, Qi Zhang et al. · Long Papers7 citations
  34. UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ↗Yulong Chen, Yang Liu, Ruochen Xu et al. · Long Papers7 citations
  35. Unified Contextual Query Rewriting ↗Yingxue Zhou, Jie Hao, Mukund Rungta et al. · Industry Track7 citations
  36. Unsupervised Melody-to-Lyrics Generation ↗Yufei Tian, Anjali Narayan-Chen, Shereen Oraby et al. · Long Papers7 citations
  37. Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ↗Chaoya Jiang, Wei Ye, Haiyang Xu et al. · Long Papers7 citations
  38. Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification ↗Tianqi Wang, Lei Chen, Xiaodan Zhu et al. · Industry Track7 citations
  39. What about “em”? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns ↗Anne Lauscher, Debora Nozza, Ehm Miltersen et al. · Long Papers7 citations
  40. When and how to paraphrase for named entity recognition? ↗Saket Sharma, Aviral Joshi, Yiyun Zhao et al. · Long Papers7 citations
  41. Why Aren't We NER Yet? Artifacts of ASR Errors in Named Entity Recognition in Spontaneous Speech Transcripts ↗Piotr Szymański, Lukasz Augustyniak, Mikolaj Morzy et al. · Long Papers7 citations
  42. Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ↗Haoli Bai, Zhiguang Liu, Xiaojun Meng et al. · Long Papers7 citations
  43. Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ↗Mohna Chakraborty, Adithya Kulkarni, Qi Li · Long Papers7 citations
  44. “Let's not Quote out of Context”: Unified Vision-Language Pretraining for Context Assisted Image Captioning ↗Abisek Rajakumar Kalarani, Pushpak Bhattacharyya, Niyati Chhaya et al. · Industry Track7 citations
  45. A System for Answering Simple Questions in Multiple Languages ↗Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh et al. · System Demonstrations6 citations
  46. A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training ↗Nitay Calderon, Subhabrata Mukherjee, Roi Reichart et al. · Long Papers6 citations
  47. A Universal Discriminator for Zero-Shot Generalization ↗Haike Xu, Zongyu Lin, Jing Zhou et al. · Long Papers6 citations
  48. An (unhelpful) guide to selecting the best ASR architecture for your under-resourced language ↗Robert Jimerson, Zoey Liu, Emily Prud'hommeaux · Short Papers6 citations
  49. Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales ↗Paulina Toro Isaza, Guangxuan Xu, Toye Oloko et al. · Long Papers6 citations
  50. Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales ↗Brihi Joshi, Ziyi Liu, Sahana Ramnath et al. · Long Papers6 citations
  51. AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ↗Siheng Li, Cheng Yang, Yichun Yin et al. · Short Papers6 citations
  52. BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking ↗Seungpil Won, Heeyoung Kwak, Joongbo Shin et al. · Long Papers6 citations
  53. Causes and Cures for Interference in Multilingual Translation ↗Uri Shaham, Maha Elbayad, Vedanuj Goswami et al. · Long Papers · 🏆 Outstanding Paper Award6 citations
  54. Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ↗Wenxuan Zhou, Sheng Zhang, Tristan Naumann et al. · Long Papers6 citations
  55. Continual Knowledge Distillation for Neural Machine Translation ↗Yuanchi Zhang, Peng Li, Maosong Sun et al. · Long Papers6 citations
  56. ContraCLM: Contrastive Learning For Causal Language Model ↗Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad et al. · Long Papers6 citations
  57. Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios ↗Jiaxuan Li, Lang Yu, Allyson Ettinger · Short Papers6 citations
  58. Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ↗Rohan Pandey, Rulin Shao, Paul Pu Liang et al. · Long Papers6 citations
  59. DEplain: A German Parallel Corpus with Intralingual Translations into Plain Language for Sentence and Document Simplification ↗Regina Stodden, Omar Momen, Laura Kallmeyer · Long Papers6 citations
  60. Dating Greek Papyri with Text Regression ↗John Pavlopoulos, Maria Konstantinidou, Isabelle Marthot-Santaniello et al. · Long Papers6 citations
  61. Discourse-Level Representations can Improve Prediction of Degree of Anxiety ↗Swanie Juhng, Matthew Matero, Vasudha Varadarajan et al. · Short Papers6 citations
  62. Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ↗Mengying Lu, Yuquan Wang, Jifan Yu et al. · Long Papers6 citations
  63. Dual Class Knowledge Propagation Network for Multi-label Few-shot Intent Detection ↗Feng Zhang, Wei Chen, Fei Ding et al. · Long Papers6 citations
  64. Effidit: An Assistant for Improving Writing Efficiency ↗Shuming Shi, Enbo Zhao, Wei Bi et al. · System Demonstrations6 citations
  65. Enhancing Language Representation with Constructional Information for Natural Language Understanding ↗Lvxiaowei Xu, Jianwang Wu, Jiawei Peng et al. · Long Papers6 citations
  66. Explicit Syntactic Guidance for Neural Text Generation ↗Yafu Li, Leyang Cui, Jianhao Yan et al. · Long Papers6 citations
  67. FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ↗Tianshuo Peng, Zuchao Li, Lefei Zhang et al. · Long Papers6 citations
  68. Few-shot Reranking for Multi-hop QA via Language Model Prompting ↗Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee et al. · Long Papers6 citations
  69. From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization ↗Arie Cattan, Lilach Eden, Yoav Kantor et al. · Long Papers6 citations
  70. Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning ↗Ziran Liang, Yuyin Lu, HeGang Chen et al. · Long Papers6 citations
  71. HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion ↗Wanrong He, Haoyu Dong, Yihuai Gao et al. · Long Papers6 citations
  72. Hexatagging: Projective Dependency Parsing as TaggingAfra Amini, Tianyu Liu, Ryan Cotterell · Short Papers · 🏆 Outstanding Paper Award6 citations · our summary
  73. How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese ↗Takuro Fujii, Koki Shibata, Atsuki Yamaguchi et al. · Student Research Workshop6 citations
  74. HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ↗Hongyi Yuan, Zheng Yuan, Chuanqi Tan et al. · Long Papers6 citations
  75. KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce ↗Qinjin Jia, Yang Liu, Daoping Wu et al. · Industry Track6 citations
  76. Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering ↗Ziwang Zhao, Linmei Hu, Hanyu Zhao et al. · Long Papers6 citations
  77. Language model acceptability judgements are not always robust to context ↗Koustuv Sinha, Jon Gauthier, Aaron Mueller et al. · Long Papers · 🏆 Outstanding Paper Award6 citations
  78. Learning to Generate Equitable Text in Dialogue from Biased Training Data ↗Anthony Sicilia, Malihe Alikhani · Long Papers6 citations
  79. Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing ↗Hao Yan, Saurabh Srivastava, Yintao Tai et al. · Long Papers6 citations
  80. Learning with Partial Annotations for Event Detection ↗Jian Liu, Dianbo Sui, Kang Liu et al. · Long Papers6 citations
  81. LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming ↗Jingsheng Gao, Yixin Lian, Ziyi Zhou et al. · Long Papers6 citations
  82. Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process ↗Fanghua Ye, Zhiyuan Hu, Emine Yilmaz · Long Papers6 citations
  83. Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ↗Robert Giaquinto, Dejiao Zhang, Benjamin Kleiner et al. · Long Papers6 citations
  84. On Complementarity Objectives for Hybrid Retrieval ↗Dohyeon Lee, Seung-won Hwang, Kyungjae Lee et al. · Long Papers6 citations
  85. One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ↗Yajiao Liu, Xin Jiang, Yichun Yin et al. · Long Papers6 citations
  86. PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism ↗Yongkang Liu, Shi Feng, Daling Wang et al. · Long Papers6 citations
  87. Question-Answering in a Low-resourced Language: Benchmark Dataset and Models for Tigrinya ↗Fitsum Gaim, Wonsuk Yang, Hancheol Park et al. · Long Papers · 🏆 Outstanding Paper Award6 citations
  88. Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ↗Han Cheol Moon, Shafiq Joty, Ruochen Zhao et al. · Long Papers6 citations
  89. Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models ↗Rui Wang, Jianzhu Bao, Fei Mi et al. · Long Papers6 citations
  90. SafeConv: Explaining and Correcting Conversational Unsafe Behavior ↗Mian Zhang, Lifeng Jin, Linfeng Song et al. · Long Papers6 citations
  91. Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking ↗Björn Bebensee, Haejun Lee · Long Papers6 citations
  92. StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ↗Xuekai Zhu, Jian Guan, Minlie Huang et al. · Long Papers · 🏆 Area Chair Award (Sentiment Analysis, Stylistic Analysis, and Argument Mining)6 citations
  93. Target-Based Offensive Language Identification ↗Marcos Zampieri, Skye Morgan, Kai North et al. · Short Papers6 citations
  94. Targeted Data Generation: Finding and Fixing Model Weaknesses ↗Zexue He, Marco Tulio Ribeiro, Fereshte Khani · Long Papers6 citations
  95. Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering ↗Hao Cheng, Hao Fang, Xiaodong Liu et al. · Short Papers6 citations
  96. Text Style Transfer with Contrastive Transfer Pattern Mining ↗Jingxuan Han, Quan Wang, Licheng Zhang et al. · Long Papers6 citations
  97. Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ↗Shahla Farzana, Natalie Parde · Long Papers6 citations
  98. Transformed Protoform Reconstruction ↗Young Min Kim, Kalvin Chang, Chenxuan Cui et al. · Short Papers6 citations
  99. Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification ↗Yunhua Zhou, Jianqiang Yang, Pengyu Wang et al. · Long Papers6 citations
  100. Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data ↗Yufei Li, Xiao Yu, Yanchi Liu et al. · Short Papers6 citations

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