📰 Findings of the Association for Computational Linguistics 2022: all papers in our library

48 works · the most cited first · ← Findings of the Association for Computational Linguistics 2022

1. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningFindings of the Association for Computational LinguisticsAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 745 citations
2. BBQ: A hand-built bias benchmark for question answeringFindings of the Association for Computational LinguisticsAlicia Parrish, Angelica Chen, Nikita Nangia, et al.2022 · 488 citations
3. LongT5: Efficient Text-To-Text Transformer for Long SequencesFindings of the Association for Computational LinguisticsMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
4. BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in BanglaFindings of the Association for Computational LinguisticsAbhik Bhattacharjee, Tahmid Hasan, Wasi Ahmad, et al.2022 · 296 citations
5. Can language models learn from explanations in context?Findings of the Association for Computational LinguisticsAndrew Lampinen, Ishita Dasgupta, Stephanie Chan, et al.2022 · 290 citations
6. Reframing Instructional Prompts to GPTk's LanguageFindings of the Association for Computational LinguisticsSwaroop Mishra, Daniel Khashabi, Chitta Baral, et al.2022 · 236 citations
7. Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language ModelsFindings of the Association for Computational LinguisticsRobert Logan IV, Ivana Balazevic, Eric Wallace, et al.2022 · 215 citations
8. A Survey on Stance Detection for Mis- and Disinformation IdentificationFindings of the Association for Computational LinguisticsMomchil Hardalov, Arnav Arora, Preslav Nakov, et al.2022 · 187 citations
9. Prompt-learning for Fine-grained Entity TypingFindings of the Association for Computational LinguisticsNing Ding, Yulin Chen, Xu Han, et al.2022 · 180 citations
10. Thinking about GPT-3 In-Context Learning for Biomedical IE? Think AgainFindings of the Association for Computational LinguisticsBernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, et al.2022 · 179 citations
11. Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge DistillationFindings of the Association for Computational LinguisticsQingyu Tan, Ruidan He, Lidong Bing, et al.2022 · 169 citations
12. Impact of Pretraining Term Frequencies on Few-Shot Numerical ReasoningFindings of the Association for Computational LinguisticsYasaman Razeghi, Robert L Logan IV, Matt Gardner, et al.2022 · 162 citations
13. Language Models as Agent ModelsFindings of the Association for Computational LinguisticsJacob Andreas2022 · 157 citations
14. UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringFindings of the Association for Computational LinguisticsBarlas Oguz, Xilun Chen, Vladimir Karpukhin, et al.2022 · 146 citations
15. In-Context Learning for Few-Shot Dialogue State TrackingFindings of the Association for Computational LinguisticsYushi Hu, Chia-Hsuan Lee, Tianbao Xie, et al.2022 · 144 citations
16. RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet ExtractionFindings of the Association for Computational LinguisticsYew Ken Chia, Lidong Bing, Soujanya Poria, et al.2022 · 141 citations
17. IndicBART: A Pre-trained Model for Indic Natural Language GenerationFindings of the Association for Computational LinguisticsRaj Dabre, Himani Shrotriya, Anoop Kunchukuttan, et al.2022 · 141 citations
18. Few-Shot Self-Rationalization with Natural Language PromptsFindings of the Association for Computational LinguisticsAna Marasovic, Iz Beltagy, Doug Downey, et al.2022 · 134 citations
19. Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt CompletionFindings of the Association for Computational LinguisticsKurt Shuster, Mojtaba Komeili, Leonard Adolphs, et al.2022 · 131 citations
20. Extracting Latent Steering Vectors from Pretrained Language ModelsFindings of the Association for Computational LinguisticsNishant Subramani, Nivedita Suresh, Matthew Peters2022 · 131 citations
21. Controllable Natural Language Generation with Contrastive PrefixesFindings of the Association for Computational LinguisticsJing Qian, Li Dong, Yelong Shen, et al.2022 · 128 citations
22. Bitext Mining Using Distilled Sentence Representations for Low-Resource LanguagesFindings of the Association for Computational LinguisticsKevin Heffernan, Onur Çelebi, Holger Schwenk2022 · 127 citations
23. Logical Fallacy DetectionFindings of the Association for Computational LinguisticsZhijing Jin, Abhinav Lalwani, Tejas Vaidhya, et al.2022 · 119 citations
24. Calibrating Factual Knowledge in Pretrained Language ModelsFindings of the Association for Computational LinguisticsQingxiu Dong, Damai Dai, Yifan Song, et al.2022 · 115 citations
25. MoEfication: Transformer Feed-forward Layers are Mixtures of ExpertsFindings of the Association for Computational LinguisticsZhengyan Zhang, Yankai Lin, Zhiyuan Liu, et al.2022 · 115 citations
26. Rethinking Document-level Neural Machine TranslationFindings of the Association for Computational LinguisticsZewei Sun, Mingxuan Wang, Hao Zhou, et al.2022 · 107 citations
27. On the Safety of Conversational Models: Taxonomy, Dataset, and BenchmarkFindings of the Association for Computational LinguisticsHao Sun, Guangxuan Xu, Jiawen Deng, et al.2022 · 102 citations
28. SciFact-Open: Towards open-domain scientific claim verificationFindings of the Association for Computational LinguisticsDavid Wadden, Kyle Lo, Bailey Kuehl, et al.2022 · 93 citations
29. Truncation Sampling as Language Model DesmoothingFindings of the Association for Computational LinguisticsJohn Hewitt, Christopher Manning, Percy Liang2022 · 92 citations
30. Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language GenerationFindings of the Association for Computational LinguisticsKushal Arora, Layla El Asri, Hareesh Bahuleyan, et al.2022 · 80 citations
31. POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance DetectionFindings of the Association for Computational LinguisticsYujian Liu, Xinliang Frederick Zhang, David Wegsman, et al.2022 · 70 citations
32. Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error CorrectionFindings of the Association for Computational LinguisticsShirong Ma, Yinghui Li, Rongyi Sun, et al.2022 · 59 citations
33. ID10M: Idiom Identification in 10 LanguagesFindings of the Association for Computational LinguisticsSimone Tedeschi, Federico Martelli, Roberto Navigli2022 · 49 citations
34. Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation RecognitionFindings of the Association for Computational LinguisticsHao Zhou, Man Lan, Yuanbin Wu, et al.2022 · 37 citations
35. Distributed NLI: Learning to Predict Human Opinion Distributions for Language ReasoningFindings of the Association for Computational LinguisticsXiang Zhou, Yixin Nie, Mohit Bansal2022 · 35 citations
36. A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment ConflictFindings of the Association for Computational LinguisticsYiyi Liu, Yequan Wang, Aixin Sun, et al.2022 · 34 citations
37. What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural textFindings of the Association for Computational LinguisticsBiaoyan Fang, Timothy Baldwin, Karin Verspoor2022 · 32 citations
38. TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse LanguagesFindings of the Association for Computational LinguisticsAnirudh Srinivasan, Eunsol Choi2022 · 29 citations
39. The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser ErrorFindings of the Association for Computational LinguisticsKatherine Atwell, Anthony Sicilia, Seong Jae Hwang, et al.2022 · 27 citations
40. Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation RecognitionFindings of the Association for Computational LinguisticsWei Xiang, Bang Wang, Lu Dai, et al.2022 · 25 citations
41. Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context ExpertsFindings of the Association for Computational LinguisticsNghia T. Le, Fan Bai, Alan Ritter2022 · 20 citations
42. A Simple and Strong Baseline for End-to-End Neural RST-style Discourse ParsingFindings of the Association for Computational LinguisticsNaoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, et al.2022 · 16 citations
43. Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning RepresentationsKuan-Hao Huang, Varun Iyer, Anoop Kumar, et al.2022 · 15 citations
44. Capture Human Disagreement Distributions by Calibrated Networks for Natural Language InferenceFindings of the Association for Computational LinguisticsYuxia Wang, Minghan Wang, Yimeng Chen, et al.2022 · 15 citations
45. Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm DetectionFindings of the Association for Computational LinguisticsIbrahim Abu Farha, Steven Wilson, Silviu Oprea, et al.2022 · 13 citations
46. Restoring Hebrew Diacritics Without a DictionaryElazar Gershuni, Yuval Pinter2022 · 9 citations
47. Penn-Helsinki Parsed Corpus of Early Modern English: First Parsing Results and AnalysisSeth Kulick, Neville Ryant, Beatrice Santorini2022 · 7 citations
48. Simple but Challenging: Natural Language Inference Models Fail on Simple SentencesFindings of the Association for Computational LinguisticsCheng Luo, Wei Liu, Jieyu Lin, et al.2022 · 7 citations

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