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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

* 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

* Preprint 

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Weakly- and Semi-supervised Evidence Extraction

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

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

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NeuSpell: A Neural Spelling Correction Toolkit

Oct 21, 2020
Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig

* Accepted at EMNLP 2020 (system demonstrations) 

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Why and when should you pool? Analyzing Pooling in Recurrent Architectures

May 01, 2020
Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam

* Preprint 

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Learning to Deceive with Attention-Based Explanations

Sep 17, 2019
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

* Preprint. Ongoing work 

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Combating Adversarial Misspellings with Robust Word Recognition

May 27, 2019
Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton

* To appear at ACL 2019 

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compare-mt: A Tool for Holistic Comparison of Language Generation Systems

Mar 19, 2019
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang

* NAACL 2019 Demo Paper 

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Simple and Effective Semi-Supervised Question Answering

Apr 02, 2018
Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal

* Short paper, NAACL 2018 

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SPINE: SParse Interpretable Neural Embeddings

Nov 23, 2017
Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy

* AAAI 2018 

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