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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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* EMNLP 2022 short paper 

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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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* To appear in the proceedings of COLING 2022 

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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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Controllable Semantic Parsing via Retrieval Augmentation


Oct 16, 2021
Panupong Pasupat, Yuan Zhang, Kelvin Guu

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* EMNLP 2021 

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Graph-Based Decoding for Task Oriented Semantic Parsing


Sep 09, 2021
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw

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* To appear in EMNLP 5 pages 4 figures 

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Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations


Apr 15, 2021
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang

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Few-shot Intent Classification and Slot Filling with Retrieved Examples


Apr 12, 2021
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li

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* To appear at NAACL 2021 

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Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?


Oct 24, 2020
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova

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