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NAACL 2022: all accepted papers

538 papers · page 2 of 6 · the most cited first · ← NAACL 2022

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  1. ProQA: Structural Prompt-based Pre-training for Unified Question Answering ↗Wanjun Zhong, Yifan Gao, Ning Ding et al.28 citations
  2. DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks ↗Lin Tian, Xiuzhen Zhang, Jey Han Lau27 citations
  3. EASE: Entity-Aware Contrastive Learning of Sentence Embedding ↗Sosuke Nishikawa, Ryokan Ri, Ikuya Yamada et al.27 citations
  4. Gender Bias in Masked Language Models for Multiple Languages ↗Masahiro Kaneko, Aizhan Imankulova, Danushka Bollegala et al.27 citations
  5. Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction ↗Junjie Li, Jianfei Yu, Rui Xia27 citations
  6. Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ↗Xisen Jin, Dejiao Zhang, Henghui Zhu et al.27 citations
  7. Pretrained Models for Multilingual Federated Learning ↗Orion Weller, Marc Marone, Vladimir Braverman et al.27 citations
  8. A Shoulder to Cry on: Towards A Motivational Virtual Assistant for Assuaging Mental Agony ↗Tulika Saha, Saichethan Reddy, Anindya Das et al.26 citations
  9. Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models ↗Sanghwan Bae, Donghyun Kwak, Sungdong Kim et al.26 citations
  10. CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking ↗Xuming Hu, Zhijiang Guo, GuanYu Wu et al.26 citations
  11. Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection ↗Esma Balkir, Isar Nejadgholi, Kathleen Fraser et al.26 citations
  12. Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation ↗Dingcheng Li, Zheng Chen, Eunah Cho et al.26 citations
  13. Unified Semantic Typing with Meaningful Label Inference ↗James Y. Huang, Bangzheng Li, Jiashu Xu et al.26 citations
  14. textless-lib: a Library for Textless Spoken Language Processing ↗Eugene Kharitonov, Jade Copet, Kushal Lakhotia et al. · System Demonstrations26 citations
  15. Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog ↗Chia-Chien Hung, Anne Lauscher, Ivan Vulić et al.25 citations
  16. Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts ↗Daniel Khashabi, Xinxi Lyu, Sewon Min et al.25 citations
  17. SwahBERT: Language Model of Swahili ↗Gati Martin, Medard Edmund Mswahili, Young-Seob Jeong et al.25 citations
  18. Efficient Hierarchical Domain Adaptation for Pretrained Language Models ↗Alexandra Chronopoulou, Matthew Peters, Jesse Dodge24 citations
  19. Explaining Toxic Text via Knowledge Enhanced Text Generation ↗Rohit Sridhar, Diyi Yang24 citations
  20. Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization ↗Prasetya Utama, Joshua Bambrick, Nafise Moosavi et al.24 citations
  21. Frustratingly Easy System Combination for Grammatical Error Correction ↗Muhammad Reza Qorib, Seung-Hoon Na, Hwee Tou Ng24 citations
  22. Improving In-Context Few-Shot Learning via Self-Supervised Training ↗Mingda Chen, Jingfei Du, Ramakanth Pasunuru et al.24 citations
  23. MCSE: Multimodal Contrastive Learning of Sentence Embeddings ↗Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani et al.24 citations
  24. Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? ↗Subba Reddy Oota, Jashn Arora, Veeral Agarwal et al.24 citations
  25. Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models ↗Yang Trista Cao, Anna Sotnikova, Hal Daumé III et al.24 citations
  26. Analyzing Encoded Concepts in Transformer Language Models ↗Hassan Sajjad, Nadir Durrani, Fahim Dalvi et al.23 citations
  27. BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer ↗Marinela Parović, Goran Glavaš, Ivan Vulić et al.23 citations
  28. Context-Aware Abbreviation Expansion Using Large Language Models ↗Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek et al.23 citations
  29. Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization ↗Haode Zhang, Haowen Liang, Yuwei Zhang et al.23 citations
  30. Hero-Gang Neural Model For Named Entity Recognition ↗Jinpeng Hu, Yaling Shen, Yang Liu et al.23 citations
  31. PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit ↗Hui Zhang, Tian Yuan, Junkun Chen et al. · System Demonstrations23 citations
  32. Exposing the Limits of Video-Text Models through Contrast Sets ↗Jae Sung Park, Sheng Shen, Ali Farhadi et al.22 citations
  33. Mapping the Design Space of Human-AI Interaction in Text Summarization ↗Ruijia Cheng, Alison Smith-Renner, Ke Zhang et al.22 citations
  34. Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity ↗Sheshera Mysore, Arman Cohan, Tom Hope22 citations
  35. Text Generation with Text-Editing Models ↗Eric Malmi, Yue Dong, Jonathan Mallinson et al. · Tutorial Abstracts22 citations
  36. When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer ↗Ameet Deshpande, Partha Talukdar, Karthik Narasimhan22 citations
  37. Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification ↗Han Wang, Canwen Xu, Julian McAuley21 citations
  38. Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection ↗Indira Sen, Mattia Samory, Claudia Wagner et al.21 citations
  39. Cross-document Misinformation Detection based on Event Graph Reasoning ↗Xueqing Wu, Kung-Hsiang Huang, Yi Fung et al.21 citations
  40. DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction ↗MeiHan Tong, Bin Xu, Shuai Wang et al.21 citations
  41. Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection ↗Alan Ramponi, Sara Tonelli21 citations
  42. Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation ↗Xiruo Ding, Kevin Lybarger, Justin Tauscher et al. · Student Research Workshop21 citations
  43. LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking ↗Yifan Wang, Jing Zhao, Junwei Bao et al.21 citations
  44. Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances ↗Seungju Han, Beomsu Kim, Jin Yong Yoo et al.21 citations
  45. On the Diversity and Limits of Human Explanations ↗Chenhao Tan21 citations
  46. Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics ↗Daniel Deutsch, Rotem Dror, Dan Roth21 citations
  47. Proposition-Level Clustering for Multi-Document Summarization ↗Ori Ernst, Avi Caciularu, Ori Shapira et al.20 citations
  48. Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs ↗Xu Wang, Simin Fan, Jessica Houghton et al.20 citations
  49. User-Driven Research of Medical Note Generation Software ↗Tom Knoll, Francesco Moramarco, Alex Papadopoulos Korfiatis et al. · 🏆 Best paper on human-centered NLP special theme20 citations
  50. A Holistic Framework for Analyzing the COVID-19 Vaccine Debate ↗Maria Leonor Pacheco, Tunazzina Islam, Monal Mahajan et al.19 citations
  51. Cross-Lingual Event Detection via Optimized Adversarial Training ↗Luis Guzman-Nateras, Minh Van Nguyen, Thien Nguyen19 citations
  52. Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness ↗Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai19 citations
  53. Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption ↗Garam Lee, Minsoo Kim, Jai Hyun Park et al.19 citations
  54. Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction ↗Jiaxin Yu, Deqing Yang, Shuyu Tian19 citations
  55. Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting ↗Linzhi Wu, Pengjun Xie, Jie Zhou et al.19 citations
  56. ScAN: Suicide Attempt and Ideation Events Dataset ↗Bhanu Pratap Singh Rawat, Samuel Kovaly, Hong Yu et al.19 citations
  57. Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue ↗Raghav Gupta, Harrison Lee, Jeffrey Zhao et al.19 citations
  58. Socially Aware Bias Measurements for Hindi Language Representations ↗Vijit Malik, Sunipa Dev, Akihiro Nishi et al.19 citations
  59. Text Style Transfer for Bias Mitigation using Masked Language Modeling ↗Ewoenam Kwaku Tokpo, Toon Calders · Student Research Workshop19 citations
  60. Visual Commonsense in Pretrained Unimodal and Multimodal Models ↗Chenyu Zhang, Benjamin Van Durme, Zhuowan Li et al.19 citations
  61. Aligning to Social Norms and Values in Interactive Narratives ↗Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap et al.18 citations
  62. Hyperbolic Relevance Matching for Neural Keyphrase Extraction ↗Mingyang Song, Yi Feng, Liping Jing18 citations
  63. KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media ↗Wenqian Zhang, Shangbin Feng, Zilong Chen et al.18 citations
  64. Optimising Equal Opportunity Fairness in Model Training ↗Aili Shen, Xudong Han, Trevor Cohn et al.18 citations
  65. RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios ↗Xinya Du, Zixuan Zhang, Sha Li et al. · System Demonstrations18 citations
  66. Shedding New Light on the Language of the Dark Web ↗Youngjin Jin, Eugene Jang, Yongjae Lee et al.18 citations
  67. Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand ↗Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras et al.17 citations
  68. Building a Personalized Dialogue System with Prompt-Tuning ↗Tomohito Kasahara, Daisuke Kawahara, Nguyen Tung et al. · Student Research Workshop17 citations
  69. Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs ↗Sha Li, Mahdi Namazifar, Di Jin et al.17 citations
  70. Entity Linking via Explicit Mention-Mention Coreference Modeling ↗Dhruv Agarwal, Rico Angell, Nicholas Monath et al.17 citations
  71. Improving negation detection with negation-focused pre-training ↗Hung Thinh Truong, Timothy Baldwin, Trevor Cohn et al.17 citations
  72. Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language ↗Jacob Eisenstein17 citations
  73. LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification ↗S. K. Hong, Tae Young Jang17 citations
  74. NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension ↗Anubhav Shrimal, Avi Jain, Kartik Mehta et al. · Industry Track17 citations
  75. Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold ↗Yanan Wu, Keqing He, Yuanmeng Yan et al.17 citations
  76. TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations ↗Prashanth Vijayaraghavan, Soroush Vosoughi17 citations
  77. TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding ↗Le Zhang, Zichao Yang, Diyi Yang17 citations
  78. UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis ↗Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi et al.17 citations
  79. Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding ↗Ao Jia, Yu He, Yazhou Zhang et al.16 citations
  80. CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning ↗Siddharth Verma, Justin Fu, Sherry Yang et al.16 citations
  81. Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer ↗Yanpeng Zhao, Jack Hessel, Youngjae Yu et al.16 citations
  82. Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition ↗Pei Chen, Haotian Xu, Cheng Zhang et al.16 citations
  83. DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions ↗Neha Nayak Kennard, Tim O'Gorman, Rajarshi Das et al.16 citations
  84. Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition ↗Besnik Fetahu, Anjie Fang, Oleg Rokhlenko et al.16 citations
  85. Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances ↗Wongyu Kim, Youbin Ahn, Donghyun Kim et al.16 citations
  86. Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning ↗Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros et al.16 citations
  87. Extreme Zero-Shot Learning for Extreme Text Classification ↗Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh et al.16 citations
  88. Imagination-Augmented Natural Language Understanding ↗Yujie Lu, Wanrong Zhu, Xin Wang et al.16 citations
  89. Maximum Bayes Smatch Ensemble Distillation for AMR Parsing ↗Young-Suk Lee, Ramón Astudillo, Hoang Thanh Lam et al.16 citations
  90. Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants ↗Max Bartolo, Tristan Thrush, Sebastian Riedel et al.16 citations
  91. NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias ↗Nayeon Lee, Yejin Bang, Tiezheng Yu et al.16 citations
  92. One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation ↗Chenze Shao, Xuanfu Wu, Yang Feng16 citations
  93. Using Natural Sentence Prompts for Understanding Biases in Language Models ↗Sarah Alnegheimish, Alicia Guo, Yi Sun16 citations
  94. What do tokens know about their characters and how do they know it? ↗Ayush Kaushal, Kyle Mahowald16 citations
  95. A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction ↗Yong Xie, Dakuo Wang, Pin-Yu Chen et al.15 citations
  96. AmbiPun: Generating Humorous Puns with Ambiguous Context ↗Anirudh Mittal, Yufei Tian, Nanyun Peng15 citations
  97. Clues Before Answers: Generation-Enhanced Multiple-Choice QA ↗Zixian Huang, Ao Wu, Jiaying Zhou et al.15 citations
  98. Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation ↗Deeksha Varshney, Akshara Prabhakar, Asif Ekbal15 citations
  99. DREAM: Improving Situational QA by First Elaborating the Situation ↗Yuling Gu, Bhavana Dalvi, Peter Clark15 citations
  100. Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications ↗Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler et al.15 citations

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