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EMNLP 2022: all accepted papers

941 papers · page 3 of 10 · the most cited first · ← EMNLP 2022

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  1. Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity ↗Jiahao Li, Quan Wang, Zhendong Mao et al.21 citations
  2. Measuring the Mixing of Contextual Information in the Transformer ↗Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà21 citations
  3. Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation ↗Tu Vu, Aditya Barua, Brian Lester et al.21 citations
  4. PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training ↗Zihui Gu, Ju Fan, Nan Tang et al.21 citations
  5. PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings ↗Qiyu Wu, Chongyang Tao, Tao Shen et al.21 citations
  6. PHEE: A Dataset for Pharmacovigilance Event Extraction from Text ↗Zhaoyue Sun, Jiazheng Li, Gabriele Pergola et al.21 citations
  7. Pair-Based Joint Encoding with Relational Graph Convolutional Networks for Emotion-Cause Pair Extraction ↗Junlong Liu, Xichen Shang, Qianli Ma21 citations
  8. TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method ↗Zeqian Ju, Peiling Lu, Xu Tan et al.21 citations
  9. Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality ↗Anuj Diwan, Layne Berry, Eunsol Choi et al.21 citations
  10. CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation ↗Abhilasha Ravichander, Matt Gardner, Ana Marasovic20 citations
  11. Character-centric Story Visualization via Visual Planning and Token Alignment ↗Hong Chen, Rujun Han, Te-Lin Wu et al.20 citations
  12. Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics ↗Elisa Kreiss, Cynthia Bennett, Shayan Hooshmand et al.20 citations
  13. Improving Low-Resource Languages in Pre-Trained Multilingual Language Models ↗Viktor Hangya, Hossain Shaikh Saadi, Alexander Fraser20 citations
  14. IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages ↗Aman Kumar, Himani Shrotriya, Prachi Sahu et al.20 citations
  15. Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations ↗Yudai Pan, Jun Liu, Lingling Zhang et al.20 citations
  16. SQuALITY: Building a Long-Document Summarization Dataset the Hard Way ↗Alex Wang, Richard Yuanzhe Pang, Angelica Chen et al.20 citations
  17. “It's Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online ↗Federico Bianchi, Stefanie HIlls, Patricia Rossini et al.20 citations
  18. A Unified Positive-Unlabeled Learning Framework for Document-Level Relation Extraction with Different Levels of Labeling ↗Ye Wang, Xinxin Liu, Wenxin Hu et al.19 citations
  19. Balancing out Bias: Achieving Fairness Through Balanced Training ↗Xudong Han, Timothy Baldwin, Trevor Cohn19 citations
  20. Directions for NLP Practices Applied to Online Hate Speech Detection ↗Paula Fortuna, Monica Dominguez, Leo Wanner et al.19 citations
  21. English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings ↗Yaushian Wang, Ashley Wu, Graham Neubig19 citations
  22. GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs ↗Dong Yang, Peijun Qing, Yang Li et al.19 citations
  23. IndicXNLI: Evaluating Multilingual Inference for Indian Languages ↗Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan19 citations
  24. RuCoLA: Russian Corpus of Linguistic Acceptability ↗Vladislav Mikhailov, Tatiana Shamardina, Max Ryabinin et al.19 citations
  25. SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages ↗Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard et al.19 citations
  26. SNaC: Coherence Error Detection for Narrative Summarization ↗Tanya Goyal, Junyi Jessy Li, Greg Durrett19 citations
  27. Toward Unifying Text Segmentation and Long Document Summarization ↗Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang et al.19 citations
  28. Analogical Math Word Problems Solving with Enhanced Problem-Solution Association ↗Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang18 citations
  29. CEFR-Based Sentence Difficulty Annotation and Assessment ↗Yuki Arase, Satoru Uchida, Tomoyuki Kajiwara18 citations
  30. CISLR: Corpus for Indian Sign Language Recognition ↗Abhinav Joshi, Ashwani Bhat, Pradeep S et al.18 citations
  31. ConNER: Consistency Training for Cross-lingual Named Entity Recognition ↗Ran Zhou, Xin Li, Lidong Bing et al.18 citations
  32. DRLK: Dynamic Hierarchical Reasoning with Language Model and Knowledge Graph for Question Answering ↗Miao Zhang, Rufeng Dai, Ming Dong et al.18 citations
  33. Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages ↗Paul Röttger, Debora Nozza, Federico Bianchi et al.18 citations
  34. Distill The Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation ↗Ru Peng, Yawen Zeng, Jake Zhao18 citations
  35. ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts ↗Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee et al.18 citations
  36. EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation ↗Tao Ge, Si-Qing Chen, Furu Wei18 citations
  37. Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance DetectionYang Li, Jiawei Yuan18 citations · our summary
  38. Hierarchical Multi-Label Classification of Scientific Documents ↗Mobashir Sadat, Cornelia Caragea18 citations
  39. How Far are We from Robust Long Abstractive Summarization? ↗Huan Yee Koh, Jiaxin Ju, He Zhang et al.18 citations
  40. MABEL: Attenuating Gender Bias using Textual Entailment Data ↗Jacqueline He, Mengzhou Xia, Christiane Fellbaum et al.18 citations
  41. META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI ↗Liangtai Sun, Xingyu Chen, Lu Chen et al.18 citations
  42. MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences ↗Wei Han, Hui Chen, Min-Yen Kan et al.18 citations
  43. Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing ↗Abbas Ghaddar, Yimeng Wu, Sunyam Bagga et al.18 citations
  44. Should We Ban English NLP for a Year? ↗Anders Søgaard18 citations
  45. Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media ↗Zhiling Zhang, Siyuan Chen, Mengyue Wu et al.18 citations
  46. The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative ↗Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal et al.18 citations
  47. Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation ↗Yang Yu, Fangzhao Wu, Chuhan Wu et al.18 citations
  48. Abstract Visual Reasoning with Tangram Shapes ↗Anya Ji, Noriyuki Kojima, Noah Rush et al.17 citations
  49. Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis ↗Siyu Tang, Heyan Chai, Ziyi Yao et al.17 citations
  50. COPEN: Probing Conceptual Knowledge in Pre-trained Language Models ↗Hao Peng, Xiaozhi Wang, Shengding Hu et al.17 citations
  51. Chunk-based Nearest Neighbor Machine Translation ↗Pedro Henrique Martins, Zita Marinho, André F. T. Martins17 citations
  52. Explicit Query Rewriting for Conversational Dense Retrieval ↗Hongjin Qian, Zhicheng Dou17 citations
  53. Exploring Dual Encoder Architectures for Question Answering ↗Zhe Dong, Jianmo Ni, Dan Bikel et al.17 citations
  54. Exploring Representation-level Augmentation for Code Search ↗Haochen Li, Chunyan Miao, Cyril Leung et al.17 citations
  55. FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes ↗Chen Liu, Gregor Geigle, Robin Krebs et al.17 citations
  56. Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering ↗Helena Bonaldi, Sara Dellantonio, Serra Sinem Tekiroğlu et al.17 citations
  57. KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering ↗Jianing Wang, Chengyu Wang, Minghui Qiu et al.17 citations
  58. Multitask Instruction-based Prompting for Fallacy Recognition ↗Tariq Alhindi, Tuhin Chakrabarty, Elena Musi et al.17 citations
  59. ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples ↗Yilun Zhao, Linyong Nan, Zhenting Qi et al.17 citations
  60. ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection ↗Badr AlKhamissi, Faisal Ladhak, Srinivasan Iyer et al.17 citations
  61. Towards Robust k-Nearest-Neighbor Machine Translation ↗Hui Jiang, Ziyao Lu, Fandong Meng et al.17 citations
  62. Transformer-based Entity Typing in Knowledge Graphs ↗Zhiwei Hu, Victor Gutierrez-Basulto, Zhiliang Xiang et al.17 citations
  63. Unobserved Local Structures Make Compositional Generalization Hard ↗Ben Bogin, Shivanshu Gupta, Jonathan Berant17 citations
  64. AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages ↗Odunayo Ogundepo, Xinyu Zhang, Shuo Sun et al.16 citations
  65. Analyzing and Evaluating Faithfulness in Dialogue Summarization ↗Bin Wang, Chen Zhang, Yan Zhang et al.16 citations
  66. Concadia: Towards Image-Based Text Generation with a Purpose ↗Elisa Kreiss, Fei Fang, Noah Goodman et al.16 citations
  67. Differentially Private Language Models for Secure Data Sharing ↗Justus Mattern, Zhijing Jin, Benjamin Weggenmann et al.16 citations
  68. EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing ↗Chengyu Wang, Minghui Qiu, Taolin Zhang et al. · System Demonstrations16 citations
  69. Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples ↗Linlin Liu, Xin Li, Ruidan He et al.16 citations
  70. Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense RelationsWanqiu Long, Bonnie Webber16 citations · our summary
  71. Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer ↗Ahmet Üstün, Arianna Bisazza, Gosse Bouma et al.16 citations
  72. Improving Factual Consistency in Summarization with Compression-Based Post-Editing ↗Alex Fabbri, Prafulla Kumar Choubey, Jesse Vig et al.16 citations
  73. Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems ↗Neeraj Varshney, Chitta Baral16 citations
  74. Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis ↗Zhihao Du, ShiLiang Zhang, Siqi Zheng et al.16 citations
  75. TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data ↗Fan Zhou, Mengkang Hu, Haoyu Dong et al.16 citations
  76. Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer ↗Javier Ferrando, Gerard I. Gállego, Belen Alastruey et al.16 citations
  77. A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism ↗Jianzhu Bao, Yuhang He, Yang Sun et al.15 citations
  78. AfroLID: A Neural Language Identification Tool for African Languages ↗Ife Adebara, AbdelRahim Elmadany, Muhammad Abdul-Mageed et al.15 citations
  79. Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models ↗Terra Blevins, Hila Gonen, Luke Zettlemoyer15 citations
  80. Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations ↗Yu Fei, Zhao Meng, Ping Nie et al.15 citations
  81. Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal ↗Byung-Doh Oh, William Schuler15 citations
  82. Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning ↗Wenbin An, Feng Tian, Ping Chen et al.15 citations
  83. FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation ↗Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang et al.15 citations
  84. GEMv2: Multilingual NLG Benchmarking in a Single Line of Code ↗Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran et al. · System Demonstrations15 citations
  85. Generative Multi-hop Retrieval ↗Hyunji Lee, Sohee Yang, Hanseok Oh et al.15 citations
  86. PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation ↗Ao Liu, Haoyu Dong, Naoaki Okazaki et al.15 citations
  87. Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection ↗Luca Di Liello, Siddhant Garg, Luca Soldaini et al.15 citations
  88. You Only Need One Model for Open-domain Question Answering ↗Haejun Lee, Akhil Kedia, Jongwon Lee et al.15 citations
  89. A Template-based Method for Constrained Neural Machine Translation ↗Shuo Wang, Peng Li, Zhixing Tan et al.14 citations
  90. An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs ↗Xin Mei, Libin Yang, Xiaoyan Cai et al.14 citations
  91. ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture ↗Youssef Mohamed, Mohamed Abdelfattah, Shyma Alhuwaider et al.14 citations
  92. CPL: Counterfactual Prompt Learning for Vision and Language Models ↗Xuehai He, Diji Yang, Weixi Feng et al.14 citations
  93. ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval ↗Kelong Mao, Zhicheng Dou, Hongjin Qian et al.14 citations
  94. Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts ↗Santosh T.Y.S.S, Shanshan Xu, Oana Ichim et al.14 citations
  95. Estimating Soft Labels for Out-of-Domain Intent Detection ↗Hao Lang, Yinhe Zheng, Jian Sun et al.14 citations
  96. FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering ↗Akhil Kedia, Mohd Abbas Zaidi, Haejun Lee14 citations
  97. GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation ↗Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg et al.14 citations
  98. Graph-based Model Generation for Few-Shot Relation Extraction ↗Wanli Li, Tieyun Qian14 citations
  99. Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective ↗Baijun Ji, Tong Zhang, Yicheng Zou et al.14 citations
  100. Multilingual Relation Classification via Efficient and Effective Prompting ↗Yuxuan Chen, David Harbecke, Leonhard Hennig14 citations

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