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Model-tuning Via Prompts Makes NLP Models Adversarially Robust


Mar 13, 2023
Mrigank Raman, Pratyush Maini, J. Zico Kolter, Zachary C. Lipton, Danish Pruthi

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Learning the Legibility of Visual Text Perturbations


Mar 10, 2023
Dev Seth, Rickard Stureborg, Danish Pruthi, Bhuwan Dhingra

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* 14 pages, 7 figures. Accepted at EACL 2023 (main, long) 

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Assisting Human Decisions in Document Matching


Feb 16, 2023
Joon Sik Kim, Valerie Chen, Danish Pruthi, Nihar B. Shah, Ameet Talwalkar

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Measures of Information Reflect Memorization Patterns


Oct 19, 2022
Rachit Bansal, Danish Pruthi, Yonatan Belinkov

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* 22 pages; NeurIPS 2022. Code and data at https://linktr.ee/InformationMeasures 

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Learning to Scaffold: Optimizing Model Explanations for Teaching


Apr 22, 2022
Patrick Fernandes, Marcos Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig

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* 9 pages 

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Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations


Dec 17, 2021
Siddhant Arora, Danish Pruthi, Norman Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig

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* AAAI 2022 

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Do Context-Aware Translation Models Pay the Right Attention?


May 21, 2021
Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig

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* Accepted to ACL 2021 

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Evaluating Explanations: How much do explanations from the teacher aid students?


Dec 01, 2020
Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen

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* Preprint 

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Weakly- and Semi-supervised Evidence Extraction


Nov 03, 2020
Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

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* Accepted to the Findings of EMNLP 2020, to be presented at BlackBoxNLP 

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