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Findings of the Association for Computational Linguistics 2021: all papers in our library

50 works · the most cited first · ← Findings of the Association for Computational Linguistics 2021

  1. Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsFindings of the Association for Computational LinguisticsJianmo Ni, Gustavo Hernandez Abrego, Noah Constant, et al.2021 · 581 citations
  2. GeDi: Generative Discriminator Guided Sequence GenerationFindings of the Association for Computational LinguisticsBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021 · 446 citations
  3. Template-Based Named Entity Recognition Using BARTFindings of the Association for Computational LinguisticsLeyang Cui, Yu Wu, Jian Liu, et al.2021 · 420 citations
  4. ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural LanguageFindings of the Association for Computational LinguisticsOyvind Tafjord, Bhavana Dalvi, Peter Clark2021 · 331 citations
  5. DialogSum: A Real-Life Scenario Dialogue Summarization DatasetFindings of the Association for Computational LinguisticsYulong Chen, Yang Liu, Liang Chen, et al.2021 · 301 citations
  6. Want To Reduce Labeling Cost? GPT-3 Can HelpFindings of the Association for Computational LinguisticsShuohang Wang, Yang Liu, Yichong Xu, et al.2021 · 298 citations
  7. GPT3Mix: Leveraging Large-scale Language Models for Text AugmentationFindings of the Association for Computational LinguisticsKang Min Yoo, Dongju Park, Jaewook Kang, et al.2021 · 268 citations
  8. Detecting Hallucinated Content in Conditional Neural Sequence GenerationFindings of the Association for Computational LinguisticsChunting Zhou, Graham Neubig, Jiatao Gu, et al.2021 · 229 citations
  9. Multilingual Translation from Denoising Pre-TrainingFindings of the Association for Computational LinguisticsYuqing Tang, Chau Tran, Xian Li, et al.2021 · 219 citations
  10. MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their TargetsFindings of the Association for Computational LinguisticsShraman Pramanick, Shivam Sharma, Dimitar Dimitrov, et al.2021 · 212 citations
  11. Challenges in Detoxifying Language ModelsFindings of the Association for Computational LinguisticsJohannes Welbl, Amelia Glaese, Jonathan Uesato, et al.2021 · 207 citations
  12. Retrieval Augmented Code Generation and SummarizationFindings of the Association for Computational LinguisticsMd Rizwan Parvez, Wasi Ahmad, Saikat Chakraborty, et al.2021 · 191 citations
  13. GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical ReasoningFindings of the Association for Computational LinguisticsJiaqi Chen, Jianheng Tang, Jinghui Qin, et al.2021 · 183 citations
  14. ContractNLI: A Dataset for Document-level Natural Language Inference for ContractsFindings of the Association for Computational LinguisticsYuta Koreeda, Christopher Manning2021 · 177 citations
  15. Detecting Harmful Memes and Their TargetsFindings of the Association for Computational LinguisticsShraman Pramanick, Dimitar Dimitrov, Rituparna Mukherjee, et al.2021 · 171 citations
  16. P-Stance: A Large Dataset for Stance Detection in Political DomainFindings of the Association for Computational LinguisticsYingjie Li, Tiberiu Sosea, Aditya Sawant, et al.2021 · 169 citations
  17. Sustainable Modular Debiasing of Language ModelsFindings of the Association for Computational LinguisticsAnne Lauscher, Tobias Lueken, Goran Glavaš2021 · 165 citations
  18. Explaining NLP Models via Minimal Contrastive Editing (MiCE)Findings of the Association for Computational LinguisticsAlexis Ross, Ana Marasović, Matthew Peters2021 · 154 citations
  19. PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum LearningFindings of the Association for Computational LinguisticsSiqi Bao, Huang He, Fan Wang, et al.2021 · 145 citations
  20. Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?Findings of the Association for Computational LinguisticsThang Pham, Trung Bui, Long Mai, et al.2021 · 145 citations
  21. Fully Non-autoregressive Neural Machine Translation: Tricks of the TradeFindings of the Association for Computational LinguisticsJiatao Gu, Xiang Kong2021 · 141 citations
  22. TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text GenerationFindings of the Association for Computational LinguisticsAdaku Uchendu, Zeyu Ma, Thai Le, et al.2021 · 140 citations
  23. Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge GraphFindings of the Association for Computational LinguisticsRui Liu, Zheng Lin, Yutong Tan, et al.2021 · 134 citations
  24. MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual TransferFindings of the Association for Computational LinguisticsAlan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, et al.2021 · 129 citations
  25. GO FIGURE: A Meta Evaluation of Factuality in SummarizationFindings of the Association for Computational LinguisticsSaadia Gabriel, Asli Celikyilmaz, Rahul Jha, et al.2021 · 129 citations
  26. Evidence-based Fact-Checking of Health-related ClaimsFindings of the Association for Computational LinguisticsMourad Sarrouti, Asma Ben Abacha, Yassine Mrabet, et al.2021 · 129 citations
  27. DocNLI: A Large-scale Dataset for Document-level Natural Language InferenceFindings of the Association for Computational LinguisticsWenpeng Yin, Dragomir Radev, Caiming Xiong2021 · 121 citations
  28. CDLM: Cross-Document Language ModelingFindings of the Association for Computational LinguisticsAvi Caciularu, Arman Cohan, Iz Beltagy, et al.2021 · 106 citations
  29. Probing Across Time: What Does RoBERTa Know and When?Findings of the Association for Computational LinguisticsLeo Z. Liu, Yizhong Wang, Jungo Kasai, et al.2021 · 94 citations
  30. As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other LanguagesFindings of the Association for Computational LinguisticsWietse de Vries, Malvina Nissim2021 · 91 citations
  31. BERT Busters: Outlier Dimensions that Disrupt TransformersFindings of the Association for Computational LinguisticsOlga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, et al.2021 · 90 citations
  32. AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language ModelsFindings of the Association for Computational LinguisticsHarish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, et al.2021 · 86 citations
  33. Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine TranslationFindings of the Association for Computational LinguisticsShahar Levy, Koren Lazar, Gabriel Stanovsky2021 · 82 citations
  34. It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense ReasoningFindings of the Association for Computational LinguisticsAlexey Tikhonov, Max Ryabinin2021 · 69 citations
  35. Figurative Language in Recognizing Textual EntailmentFindings of the Association for Computational LinguisticsTuhin Chakrabarty, Debanjan Ghosh, Adam Poliak, et al.2021 · 63 citations
  36. Cross-document Coreference Resolution over Predicted MentionsFindings of the Association for Computational LinguisticsArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 62 citations
  37. TellMeWhy: A Dataset for Answering Why-Questions in NarrativesYash Kumar Lal, Nathanael Chambers, Raymond Mooney, et al.2021 · 53 citations
  38. Speaker Turn Modeling for Dialogue Act ClassificationZihao He, Leili Tavabi, Kristina Lerman, et al.2021 · 43 citations
  39. What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum ProbabilityFindings of the Association for Computational LinguisticsYaochen Liu, Yazhou Zhang, Qiuchi Li, et al.2021 · 43 citations
  40. GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoningZilong Zheng, Shuwen Qiu, Lifeng Fan, et al.2021 · 36 citations
  41. A Multi-Task Learning Framework for Multi-Target Stance DetectionFindings of the Association for Computational LinguisticsYingjie Li, Cornelia Caragea2021 · 31 citations
  42. Scaling Within Document Coreference to Long TextsFindings of the Association for Computational LinguisticsRaghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, et al.2021 · 24 citations
  43. Perceived and Intended Sarcasm Detection with Graph Attention NetworksFindings of the Association for Computational LinguisticsJoan Plepi, Lucie Flek2021 · 18 citations
  44. CVAE-based Re-anchoring for Implicit Discourse Relation ClassificationFindings of the Association for Computational LinguisticsZujun Dou, Yu Hong, Yu Sun, et al.2021 · 16 citations
  45. End-to-end Neural Information Status ClassificationFindings of the Association for Computational LinguisticsYufang Hou2021 · 12 citations
  46. Marked Attribute Bias in Natural Language InferenceFindings of the Association for Computational LinguisticsHillary Dawkins2021 · 10 citations
  47. A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial ExamplesYuxuan Wang, Wanxiang Che, Ivan Titov, et al.2021 · 8 citations
  48. Domain-Aware Dependency Parsing for QuestionsAparna Garimella, Laura Chiticariu, Yunyao Li2021 · 4 citations
  49. Calibrate your listeners! Robust communication-based training for pragmatic speakersFindings of the Association for Computational LinguisticsRose Wang, Julia White, Jesse Mu, et al.2021 · 4 citations
  50. Do UD Trees Match Mention Spans in Coreference Annotations?Martin Popel, Zdeněk Žabokrtský, Anna Nedoluzhko, et al.2021 · 3 citations

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