Goodhart's Law Applies to NLP's Explanation Benchmarks
Jennifer Hsia, Danish Pruthi, Aarti Singh, Zachary C. Lipton
Findings of European Chapter of the Association for Computational Linguistics (EACL, 2023)

Model-tuning Via Prompts Makes NLP Models Adversarially Robust
Mrigank Raman, Pratyush Maini, Zico Kolter, Zachary C. Lipton, Danish Pruthi
Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Geographical Erasure in Language Generation
Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cedric Archambeau, Danish Pruthi
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

Inspecting Geographical Representativeness of Images from Text-to-Image Models
Abhipsa Basu, R. Venkatesh Babu, Danish Pruthi
International Conference on Computer Vision (ICCV, 2023)

Assisting Human Decisions in Document Matching
Joon Sik Kim, Valerie Chen, Danish Pruthi, Nihar B. Shah, Ameet Talwalkar
Transactions on Machine Learning Research (TMLR, 2023)

Learning the Legibility of Visual Text Perturbations
Dev Seth, Rickard Stureborg, Danish Pruthi, Bhuwan Dhingra
European Chapter of the Association for Computational Linguistics (EACL, 2023)

Learning to Scaffold: Optimizing Model Explanations for Teaching
Patrick Fernandes*, Marcos Treviso*, Danish Pruthi, André F. T. Martins, Graham Neubig
Neural Information Processing Systems (NeurIPS, 2022)

Measures of Information Reflect Memorization Patterns
Rachit Bansal, Danish Pruthi, Yonatan Belinkov
Neural Information Processing Systems (NeurIPS, 2022)

Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations
Siddhant Arora*, Danish Pruthi*, Norman Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
AAAI Conference on Artificial Intelligence (AAAI-22)

Evaluating Explanations: How much do explanations from the teacher aid students?
Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen
Transactions of the Association for Computational Linguistics (TACL, 2021)

Do Context-Aware Translation Models Pay the Right Attention?
Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig
Association for Computational Linguistics (ACL-21)

Weakly- and Semi-supervised Evidence Extraction
Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton
Findings of Empirical Methods in Natural Language Processing (EMNLP-2020) [Short Paper]

NeuSpell: A Neural Spelling Correction Toolkit
Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig
Empirical Methods in Natural Language Processing (EMNLP-2020) [Demo Track]

Why and when should you pool? Analyzing Pooling in Recurrent Architectures
Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam
Findings of Empirical Methods in Natural Language Processing (EMNLP-2020)

Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton
Association for Computational Linguistics (ACL-20)

Combating Adversarial Misspellings with Robust Word Recognition
Danish Pruthi, Bhuwan Dhingra and Zachary C. Lipton
Association for Computational Linguistics (ACL-19)

compare-mt: A Tool for Holistic Comparison of Language Generation Systems
Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang, John Wieting
North American Chapter of the Association for Computational Linguistics (NAACL-19) [Demo Track]
[Best Demo Runner-up]

Simple and Effective Semi-Supervised Question Answering
Bhuwan Dhingra*, Danish Pruthi*, Dheeraj Rajagopal*
North American Chapter of the Association for Computational Linguistics (NAACL-18) [Short Paper]

SPINE: SParse Interpretable Neural Embeddings
Anant Subramanian*, Danish Pruthi*, Harsh Jhamtani*, Taylor Berg-Kirkpatrick and Eduard Hovy
AAAI Conference on Artificial Intelligence (AAAI-18)

Discovering Response Eliciting Factors in Social Question Answering: A Reddit Inspired Study
Danish, Yogesh Dahiya and Partha Talukdar
AAAI Conference on Web and Social Media (ICWSM-16)

Maxxyt: An Autonomous Wearable Device for Real-time Tracking of a Wide Range of Exercises
Danish Pruthi, Ayush Jain, KrishnaMurthy Jatavallabhula, Ruppesh Nalwaya, and Puneet Teja
International Conference on Modelling and Simulation. (UKSim-15)