📰 NAACL 2022: all papers in our library

33 works · the most cited first · ← NAACL 2022

1. FNet: Mixing Tokens with Fourier TransformsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)James Lee-Thorp, Joshua Ainslie, Ilya Eckstein, et al.2022 · 594 citations
2. ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
3. Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Albert Webson, Ellie Pavlick2022 · 398 citations
4. Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Maarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 365 citations
5. Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Peter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 344 citations
6. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 288 citations
7. TRUE: Re-evaluating Factual Consistency EvaluationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Or Honovich, Roee Aharoni, Jonathan Herzig, et al.2022 · 276 citations
8. DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
9. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
10. Two Contrasting Data Annotation Paradigms for Subjective NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Paul Röttger, Bertie Vidgen, Dirk Hovy, et al.2022 · 219 citations
11. On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nouha Dziri, Sivan Milton, Mo Yu, et al.2022 · 205 citations
12. Re2G: Retrieve, Rerank, GenerateConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Michael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, et al.2022 · 183 citations
13. Template-free Prompt Tuning for Few-shot NERConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ruotian Ma, Xin Zhou, Tao Gui, et al.2022 · 181 citations
14. Lifting the Curse of Multilinguality by Pre-training Modular TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.2022 · 172 citations
15. QuALITY: Question Answering with Long Input Texts, Yes!Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, et al.2022 · 162 citations
16. A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 155 citations
17. GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kexin Wang, Nandan Thakur, Nils Reimers, et al.2022 · 155 citations
18. Measure and Improve Robustness in NLP Models: A SurveyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xuezhi Wang, Haohan Wang, Diyi Yang2022 · 148 citations
19. Quality-Aware Decoding for Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Patrick Fernandes, António Farinhas, Ricardo Rei, et al.2022 · 143 citations
20. NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead HeuristicsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ximing Lu, Sean Welleck, Peter West, et al.2022 · 136 citations
21. Testing the Ability of Language Models to Interpret Figurative LanguageConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Emmy Liu, Chenxuan Cui, Kenneth Zheng, et al.2022 · 111 citations
22. Time Waits for No One! Analysis and Challenges of Temporal MisalignmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kelvin Luu, Daniel Khashabi, Suchin Gururangan, et al.2022 · 101 citations
23. FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Wan, Mohit Bansal2022 · 101 citations
24. WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language modelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz2022 · 90 citations
25. BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yuchen Jiang, Tianyu Liu, Shuming Ma, et al.2022 · 85 citations
26. Improving Compositional Generalization with Latent Structure and Data AugmentationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Linlu Qiu, Peter Shaw, Panupong Pasupat, et al.2022 · 76 citations
27. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Akari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
28. DocAMR: Multi-Sentence AMR Representation and EvaluationTahira Naseem, Austin Blodgett, Sadhana Kumaravel, et al.2022 · 24 citations
29. A Double-Graph Based Framework for Frame Semantic ParsingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ce Zheng, Xudong Chen, Runxin Xu, et al.2022 · 20 citations
30. Recognition of They/Them as Singular Personal Pronouns in Coreference ResolutionConnor Baumler, Rachel Rudinger2022 · 19 citations
31. Partial-input baselines show that NLI models can ignore context, but they don't.Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Neha Srikanth, Rachel Rudinger2022 · 13 citations
32. Disentangling Indirect Answers to Yes-No Questions in Real ConversationsKrishna Sanagavarapu, Jathin Singaraju, Anusha Kakileti, et al.2022 · 11 citations
33. Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and EntitiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Hsu, Graham Horwood2022 · 10 citations

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