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ACL 2022: all accepted papers

774 papers · page 4 of 8 · the most cited first · ← ACL 2022

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  1. Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation ↗Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia et al. · Long Papers22 citations
  2. A Rationale-Centric Framework for Human-in-the-loop Machine Learning ↗Jinghui Lu, Linyi Yang, Brian Namee et al. · Long Papers21 citations
  3. An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ↗Xin Mao, Meirong Ma, Hao Yuan et al. · Long Papers21 citations
  4. An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers ↗Valentin Hofmann, Hinrich Schuetze, Janet Pierrehumbert · Short Papers21 citations
  5. BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation ↗Yanling Xiao, Lemao Liu, Guoping Huang et al. · Long Papers21 citations
  6. FaVIQ: FAct Verification from Information-seeking Questions ↗Jungsoo Park, Sewon Min, Jaewoo Kang et al. · Long Papers21 citations
  7. Multimodal Sarcasm Target Identification in TweetsJiquan Wang, Lin Sun, Yi Liu et al. · Long Papers21 citations · our summary
  8. ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation ↗Bei Li, Quan Du, Tao Zhou et al. · Long Papers21 citations
  9. Quality Controlled Paraphrase Generation ↗Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer et al. · Long Papers21 citations
  10. Uncertainty Estimation of Transformer Predictions for Misclassification Detection ↗Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov et al. · Long Papers21 citations
  11. Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View ↗Boxi Cao, Hongyu Lin, Xianpei Han et al. · Long Papers20 citations
  12. Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ↗Subhabrata Dutta, Jeevesh Juneja, Dipankar Das et al. · Long Papers20 citations
  13. Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ↗Ling Liu, Mans Hulden · Short Papers20 citations
  14. Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ↗Chulun Zhou, Fandong Meng, Jie Zhou et al. · Long Papers20 citations
  15. DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ↗Zheng Li, Zijian Wang, Ming Tan et al. · Short Papers20 citations
  16. DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation ↗Niccolò Campolungo, Federico Martelli, Francesco Saina et al. · Long Papers · 🏆 Best Resource Paper20 citations
  17. Event-Event Relation Extraction using Probabilistic Box Embedding ↗EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang et al. · Short Papers20 citations
  18. Image Retrieval from Contextual Descriptions ↗Benno Krojer, Vaibhav Adlakha, Vibhav Vineet et al. · Long Papers20 citations
  19. Interpretability for Language Learners Using Example-Based Grammatical Error CorrectionMasahiro Kaneko, Sho Takase, Ayana Niwa et al. · Long Papers20 citations · our summary
  20. Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ↗Moxin Li, Fuli Feng, Hanwang Zhang et al. · Long Papers20 citations
  21. Modeling Multi-hop Question Answering as Single Sequence Prediction ↗Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou et al. · Long Papers20 citations
  22. Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation ↗Liang Ding, Longyue Wang, Shuming Shi et al. · Long Papers20 citations
  23. Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ↗Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi et al. · Long Papers20 citations
  24. SciNLI: A Corpus for Natural Language Inference on Scientific TextMobashir Sadat, Cornelia Caragea · Long Papers20 citations · our summary
  25. Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning ↗Seonghyeon Lee, Dongha Lee, Seongbo Jang et al. · Long Papers20 citations
  26. Using Neural Machine Translation Methods for Sign Language Translation ↗Galina Angelova, Eleftherios Avramidis, Sebastian Möller · Student Research Workshop20 citations
  27. Accelerating Code Search with Deep Hashing and Code Classification ↗Wenchao Gu, Yanlin Wang, Lun Du et al. · Long Papers19 citations
  28. An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ↗Sweta Agrawal, Marine Carpuat · Long Papers19 citations
  29. Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ↗Zheng Gong, Kun Zhou, Xin Zhao et al. · Long Papers19 citations
  30. Continual Sequence Generation with Adaptive Compositional Modules ↗Yanzhe Zhang, Xuezhi Wang, Diyi Yang · Long Papers19 citations
  31. Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ↗Oliver Eberle, Stephanie Brandl, Jonas Pilot et al. · Long Papers19 citations
  32. Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News ↗Gary Ang, Ee-Peng Lim · Long Papers19 citations
  33. Hierarchical Sketch Induction for Paraphrase Generation ↗Tom Hosking, Hao Tang, Mirella Lapata · Long Papers19 citations
  34. How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation? ↗Xunjian Yin, Xiaojun Wan · Long Papers19 citations
  35. Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization ↗Juncai Guo, Jin Liu, Yao Wan et al. · Long Papers19 citations
  36. PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction ↗Vipul Rathore, Kartikeya Badola, Parag Singla et al. · Short Papers19 citations
  37. Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ↗Bohong Wu, Zhuosheng Zhang, Jinyuan Wang et al. · Long Papers19 citations
  38. Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction ↗Keiji Shinzato, Naoki Yoshinaga, Yandi Xia et al. · Short Papers19 citations
  39. Towards Fine-grained Classification of Climate Change related Social Media Text ↗Roopal Vaid, Kartikey Pant, Manish Shrivastava · Student Research Workshop19 citations
  40. Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ↗Guanhua Chen, Shuming Ma, Yun Chen et al. · Long Papers19 citations
  41. Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ↗Xinyu Pi, Bing Wang, Yan Gao et al. · Long Papers19 citations
  42. AdapLeR: Speeding up Inference by Adaptive Length Reduction ↗Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar · Long Papers18 citations
  43. Adapting Coreference Resolution Models through Active LearningMichelle Yuan, Patrick Xia, Chandler May et al. · Long Papers18 citations · our summary
  44. GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ↗Changye Li, David Knopman, Weizhe Xu et al. · Long Papers18 citations
  45. Improving Compositional Generalization with Self-Training for Data-to-Text Generation ↗Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay et al. · Long Papers18 citations
  46. Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ↗Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao et al. · Long Papers18 citations
  47. Just Rank: Rethinking Evaluation with Word and Sentence Similarities ↗Bin Wang, C.-C. Jay Kuo, Haizhou Li · Long Papers18 citations
  48. Kronecker Decomposition for GPT Compression ↗Ali Edalati, Marzieh Tahaei, Ahmad Rashid et al. · Short Papers18 citations
  49. Learning Disentangled Textual Representations via Statistical Measures of Similarity ↗Pierre Colombo, Guillaume Staerman, Nathan Noiry et al. · Long Papers18 citations
  50. Measuring and Mitigating Name Biases in Neural Machine Translation ↗Jun Wang, Benjamin Rubinstein, Trevor Cohn · Long Papers18 citations
  51. On the Sensitivity and Stability of Model Interpretations in NLP ↗Fan Yin, Zhouxing Shi, Cho-Jui Hsieh et al. · Long Papers18 citations
  52. Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models ↗Ryokan Ri, Yoshimasa Tsuruoka · Long Papers18 citations
  53. Probing for Predicate Argument Structures in Pretrained Language Models ↗Simone Conia, Roberto Navigli · Long Papers18 citations
  54. Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings ↗Sangwon Yu, Jongyoon Song, Heeseung Kim et al. · Long Papers18 citations
  55. Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation ↗Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler · Short Papers18 citations
  56. SkipBERT: Efficient Inference with Shallow Layer Skipping ↗Jue Wang, Ke Chen, Gang Chen et al. · Long Papers18 citations
  57. VALUE: Understanding Dialect Disparity in NLUCaleb Ziems, Jiaao Chen, Camille Harris et al. · Long Papers18 citations · our summary
  58. Can Explanations Be Useful for Calibrating Black Box Models? ↗Xi Ye, Greg Durrett · Long Papers17 citations
  59. ConTinTin: Continual Learning from Task Instructions ↗Wenpeng Yin, Jia Li, Caiming Xiong · Long Papers17 citations
  60. Contextual Representation Learning beyond Masked Language Modeling ↗Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu et al. · Long Papers17 citations
  61. Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ↗Sanjeev Kumar Karn, Ning Liu, Hinrich Schuetze et al. · Long Papers17 citations
  62. Ditch the Gold Standard: Re-evaluating Conversational Question Answering ↗Huihan Li, Tianyu Gao, Manan Goenka et al. · Long Papers · 🏆 Outstanding Paper17 citations
  63. FaiRR: Faithful and Robust Deductive Reasoning over Natural Language ↗Soumya Sanyal, Harman Singh, Xiang Ren · Long Papers17 citations
  64. FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation ↗Moussa Kamal Eddine, Guokan Shang, Antoine Tixier et al. · Long Papers17 citations
  65. GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks ↗Urchade Zaratiana, Nadi Tomeh, Pierre Holat et al. · Student Research Workshop17 citations
  66. Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems ↗Lingyu Zhu, Zhengkun Zhang, Jun Wang et al. · Long Papers17 citations
  67. Neural reality of argument structure constructions ↗Bai Li, Zining Zhu, Guillaume Thomas et al. · Long Papers17 citations
  68. Not always about you: Prioritizing community needs when developing endangered language technology ↗Zoey Liu, Crystal Richardson, Richard Hatcher et al. · Long Papers17 citations
  69. Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages ↗Vaidehi Patil, Partha Talukdar, Sunita Sarawagi · Long Papers17 citations
  70. Retrieval-guided Counterfactual Generation for QA ↗Bhargavi Paranjape, Matthew Lamm, Ian Tenney · Long Papers17 citations
  71. Robust Lottery Tickets for Pre-trained Language Models ↗Rui Zheng, Bao Rong, Yuhao Zhou et al. · Long Papers17 citations
  72. SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher ↗Thai Le, Noseong Park, Dongwon Lee · Long Papers17 citations
  73. Token Dropping for Efficient BERT Pretraining ↗Le Hou, Richard Yuanzhe Pang, Tianyi Zhou et al. · Long Papers17 citations
  74. Unsupervised Extractive Opinion Summarization Using Sparse Coding ↗Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi · Long Papers17 citations
  75. What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification ↗Elisa Bassignana, Barbara Plank · Student Research Workshop17 citations
  76. A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts ↗Mustafa Melih Mutlu, Arzucan Özgür · Student Research Workshop16 citations
  77. Automatic Generation of Distractors for Fill-in-the-Blank Exercises with Round-Trip Neural Machine Translation ↗Subhadarshi Panda, Frank Palma Gomez, Michael Flor et al. · Student Research Workshop16 citations
  78. CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation ↗Nishant Kambhatla, Logan Born, Anoop Sarkar · Long Papers16 citations
  79. Context Matters: A Pragmatic Study of PLMs' Negation UnderstandingReto Gubelmann, Siegfried Handschuh · Long Papers16 citations · our summary
  80. Do self-supervised speech models develop human-like perception biases? ↗Juliette Millet, Ewan Dunbar · Long Papers16 citations
  81. Ethics Sheets for AI Tasks ↗Saif Mohammad · Long Papers16 citations
  82. FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ↗Zhoujun Cheng, Haoyu Dong, Ran Jia et al. · Long Papers16 citations
  83. ILDAE: Instance-Level Difficulty Analysis of Evaluation Data ↗Neeraj Varshney, Swaroop Mishra, Chitta Baral · Long Papers16 citations
  84. Impact of Evaluation Methodologies on Code Summarization ↗Pengyu Nie, Jiyang Zhang, Junyi Jessy Li et al. · Long Papers16 citations
  85. Inferring Rewards from Language in Context ↗Jessy Lin, Daniel Fried, Dan Klein et al. · Long Papers16 citations
  86. Learn to Adapt for Generalized Zero-Shot Text Classification ↗Yiwen Zhang, Caixia Yuan, Xiaojie Wang et al. · Long Papers16 citations
  87. Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ↗Linjuan Wu, Shaojuan Wu, Xiaowang Zhang et al. · Long Papers16 citations
  88. RST Discourse Parsing with Second-Stage EDU-Level Pre-trainingNan Yu, Meishan Zhang, Guohong Fu et al. · Long Papers16 citations · our summary
  89. Sentence-level Privacy for Document Embeddings ↗Casey Meehan, Khalil Mrini, Kamalika Chaudhuri · Long Papers16 citations
  90. Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ↗Shuyan Zhou, Li Zhang, Yue Yang et al. · Long Papers16 citations
  91. Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm ↗Shaoyi Huang, Dongkuan Xu, Ian Yen et al. · Long Papers16 citations
  92. Spurious Correlations in Reference-Free Evaluation of Text Generation ↗Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto · Long Papers16 citations
  93. There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory ↗Tingchen Fu, Xueliang Zhao, Chongyang Tao et al. · Long Papers16 citations
  94. $ınfty$-former: Infinite Memory Transformer ↗Pedro Henrique Martins, Zita Marinho, Andre Martins · Long Papers15 citations
  95. Automatic Identification and Classification of Bragging in Social Media ↗Mali Jin, Daniel Preotiuc-Pietro, A. Seza Doğruöz et al. · Long Papers15 citations
  96. Cluster & Tune: Boost Cold Start Performance in Text Classification ↗Eyal Shnarch, Ariel Gera, Alon Halfon et al. · Long Papers15 citations
  97. Decoding Part-of-Speech from Human EEG Signals ↗Alex Murphy, Bernd Bohnet, Ryan McDonald et al. · Long Papers15 citations
  98. Efficient Cluster-Based $k$-Nearest-Neighbor Machine Translation ↗Dexin Wang, Kai Fan, Boxing Chen et al. · Long Papers15 citations
  99. Leveraging Similar Users for Personalized Language Modeling with Limited Data ↗Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld et al. · Long Papers15 citations
  100. LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ↗George Michalopoulos, Ian McKillop, Alexander Wong et al. · Long Papers15 citations

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