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Panupong Pasupat

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In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Jan 23, 2024
Man Luo, Xin Xu, Yue Liu, Panupong Pasupat, Mehran Kazemi

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Large Language Models as Analogical Reasoners

Oct 07, 2023
Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou

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From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

May 31, 2023
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova

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PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions

May 24, 2023
Anthony Chen, Panupong Pasupat, Sameer Singh, Hongrae Lee, Kelvin Guu

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Dr.ICL: Demonstration-Retrieved In-context Learning

May 23, 2023
Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y Zhao

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Meta-Learning Fast Weight Language Models

Dec 05, 2022
Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey Hinton, Mohammad Norouzi

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Attributed Text Generation via Post-hoc Research and Revision

Oct 17, 2022
Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu

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Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing

Sep 29, 2022
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha

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Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing

May 24, 2022
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova

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Improving Compositional Generalization with Latent Structure and Data Augmentation

Dec 14, 2021
Linlu Qiu, Peter Shaw, Panupong Pasupat, Paweł Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova

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