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Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding


Oct 07, 2022
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova


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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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Generating recommendations for entity-oriented exploratory search


Apr 02, 2022
David Wadden, Nikita Gupta, Kenton Lee, 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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Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer


Jun 30, 2021
Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova


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Joint Passage Ranking for Diverse Multi-Answer Retrieval


Apr 17, 2021
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi

* 13 pages 

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Representations for Question Answering from Documents with Tables and Text


Jan 26, 2021
Vicky Zayats, Kristina Toutanova, Mari Ostendorf

* To appear at EACL 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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Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering


May 05, 2020
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

* ACL2020 

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Sparse, Dense, and Attentional Representations for Text Retrieval


May 01, 2020
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins


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