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Diverse Demonstrations Improve In-context Compositional Generalization


Dec 20, 2022
Itay Levy, Ben Bogin, Jonathan Berant

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Training Vision-Language Models with Less Bimodal Supervision


Nov 01, 2022
Elad Segal, Ben Bogin, Jonathan Berant

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* AKBC 2022 

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Unobserved Local Structures Make Compositional Generalization Hard


Jan 15, 2022
Ben Bogin, Shivanshu Gupta, Jonathan Berant

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COVR: A test-bed for Visually Grounded Compositional Generalization with real images


Sep 22, 2021
Ben Bogin, Shivanshu Gupta, Matt Gardner, Jonathan Berant

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* EMNLP 2021 

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Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data


Jun 09, 2021
Moshe Hazoom, Vibhor Malik, Ben Bogin

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* NLP4Prog 2021 

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MedICaT: A Dataset of Medical Images, Captions, and Textual References


Oct 12, 2020
Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi

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* EMNLP-Findings 2020 

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Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering


Jul 01, 2020
Ben Bogin, Sanjay Subramanian, Matt Gardner, Jonathan Berant

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Obtaining Faithful Interpretations from Compositional Neural Networks


May 02, 2020
Sanjay Subramanian, Ben Bogin, Nitish Gupta, Tomer Wolfson, Sameer Singh, Jonathan Berant, Matt Gardner

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* ACL 2020; first three authors contributed equally 

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Evaluating NLP Models via Contrast Sets


Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou

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