🧑‍🔬 Jason Wei — all works

40 works · ← Jason Wei

1. Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsarXiv:2201.11903Jason Wei, Xuezhi Wang, Dale Schuurmans, et al.2022 · 11,499 citations
2. Large Language Models Encode Clinical KnowledgeNatureKaran Singhal, Shekoofeh Azizi, Tao Tu, et al.2022 · 4,492 citations
3. Self-Consistency Improves Chain of Thought Reasoning in Language ModelsarXiv:2203.11171Xuezhi Wang, Jason Wei, Dale Schuurmans, et al.2022 · 3,121 citations
4. Emergent Abilities of Large Language ModelsarXiv:2206.07682Jason Wei, Yi Tay, Rishi Bommasani, et al.2022 · 2,269 citations
5. Finetuned Language Models Are Zero-Shot LearnersarXiv:2109.01652Jason Wei, Maarten Bosma, Vincent Y. Zhao, et al.2021 · 1,954 citations
6. Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemFindings of the Association for Computational LinguisticsMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,119 citations
7. A Survey of Data Augmentation Approaches for NLParXiv:2105.03075Steven Y. Feng, Varun Gangal, Jason Wei, et al.2021 · 940 citations
8. EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksarXiv:1901.11196Jason Wei, Kai Zou2019 · 761 citations
9. The Flan Collection: Designing Data and Methods for Effective Instruction TuningarXiv:2301.13688Shayne Longpre, Le Hou, Tu Vu, et al.2023 · 607 citations
10. Language Models are Multilingual Chain-of-Thought ReasonersarXiv:2210.03057Freda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 494 citations
11. UL2: Unifying Language Learning ParadigmsarXiv:2205.05131Yi Tay, Mostafa Dehghani, Vinh Q. Tran, et al.2022 · 347 citations
12. Larger language models do in-context learning differentlyarXiv:2303.03846Jerry Wei, Jason Wei, Yi Tay, et al.2023 · 285 citations
13. Measuring short-form factuality in large language modelsarXiv:2411.04368Jason Wei, Nguyen Karina, Hyung Won Chung, et al.2024 · 160 citations
14. FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationarXiv:2310.03214Tu Vu, Mohit Iyyer, Xuezhi Wang, et al.2023 · 134 citations
15. A Recipe For Arbitrary Text Style Transfer with Large Language ModelsarXiv:2109.03910Emily Reif, Daphne Ippolito, Ann Yuan, et al.2021 · 127 citations
16. HealthBench: Evaluating Large Language Models Towards Improved Human HealtharXiv:2505.08775Rahul K. Arora, Jason Wei, Rebecca Soskin Hicks, et al.2025 · 126 citations
17. Deliberative Alignment: Reasoning Enables Safer Language ModelsarXiv:2412.16339Melody Y. Guan, Manas Joglekar, Eric Wallace, et al.2024 · 115 citations
18. A Recipe for Arbitrary Text Style Transfer with Large Language Models ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetEmily Reif et al.2022 · 113 citations
19. Mitigating Political Bias in Language Models through Reinforced Calibration ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRuibo Liu et al.2021 · 105 citations
20. Quantifying and alleviating political bias in language models ↗Artificial Intelligence · no summary yetRuibo Liu et al.2021 · 100 citations
21. Frequency Effects on Syntactic Rule Learning in TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Jason Wei, Dan Garrette, Tal Linzen, et al.2021 · 92 citations
22. Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach ↗Journal of Pathology Informatics · no summary yetJason Wei et al.2019 · 87 citations
23. A Petri Dish for Histopathology Image Analysis ↗arXiv:2101.12355 · no summary yetJerry Wei et al.2021 · 75 citations
24. Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language ModelsarXiv:2305.14705Sheng Shen, Le Hou, Yanqi Zhou, et al.2023 · 70 citations
25. Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification ↗IEEE Winter Conference on Applications of Computer Vision · no summary yetJerry Wei et al.2021 · 63 citations
26. The MultiBERTs: BERT Reproductions for Robustness Analysis ↗arXiv:2106.16163 · no summary yetThibault Sellam et al.2021 · 57 citations
27. Generative Image Translation for Data Augmentation in Colorectal Histopathology Images ↗PubMed · no summary yetJerry Wei et al.2019 · 49 citations
28. Transcending Scaling Laws with 0.1% Extra ComputearXiv:2210.11399Yi Tay, Jason Wei, Hyung Won Chung, et al.2022 · 42 citations
29. What Are People Asking About COVID-19? A Question Classification Dataset ↗Proceedings of the 1st Workshop on NLP for COVID-19 at ACL 2020 · no summary yetJerry Wei et al.2020 · 35 citations
30. A Cognitive Regularizer for Language Modeling ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJason Wei, Clara Meister, Ryan Cotterell2021 · 32 citations
31. Language Model Augmented Relevance Score ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetRuibo Liu, Jason Wei, Soroush Vosoughi2021 · 12 citations
32. Text Augmentation in a Multi-Task View ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetJason Wei et al.2021 · 11 citations
33. Linguistic Complexity Loss in Text-Based Therapy ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetJason Wei et al.2021 · 9 citations
34. Good-Enough Example Extrapolation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetWei, Jason2021 · 7 citations
35. Finding a Needle in the Haystack: Attention-Based Classification of High Resolution Microscopy Images. ↗arXiv (Cornell University) · no summary yetNaofumi Tomita et al.2018 · 6 citations
36. Difficulty Translation in Histopathology Images ↗Lecture notes in computer science · no summary yetJerry Wei et al.2020 · 5 citations
37. Calibrating Histopathology Image Classifiers Using Label Smoothing ↗Lecture notes in computer science · no summary yetJerry Wei et al.2022 · 4 citations
38. Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation ↗arXiv (Cornell University) · no summary yetJason Wei et al.2019 · 3 citations
39. Predicting colorectal polyp recurrence using time-to-event analysis of medical records ↗PubMed · no summary yetLia X. Harrington et al.2019 · 1 citation
40. Curriculum Data Augmentation for Highly Multiclass Text Classification ↗North American Chapter of the Association for Computational Linguistics · no summary yetJason Wei et al.2021

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