Danish Pruthi

According to our database, Danish Pruthi authored at least 26 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

What Can Natural Language Processing Do for Peer Review?

Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, Tom Hope, Dirk Hovy, Jonathan K. Kummerfeld, Anne Lauscher, Kevin Leyton-Brown, Sheng Lu, Mausam, Margot Mieskes, Aurélie Névéol, Danish Pruthi, Lizhen Qu, Roy Schwartz, Noah A. Smith, Thamar Solorio, Jingyan Wang, Xiaodan Zhu, Anna Rogers, Nihar B. Shah, Iryna Gurevych

CoRR, 2024

Revisiting the Robustness of Watermarking to Paraphrasing Attacks.

Saksham Rastogi, Danish Pruthi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Downstream Trade-offs of a Family of Text Watermarks.

Anirudh Ajith, Sameer Singh, Danish Pruthi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Goodhart's Law Applies to NLP's Explanation Benchmarks.

Jennifer Hsia, Danish Pruthi, Aarti Singh, Zachary C. Lipton

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Evaluating Large Language Models for Health-related Queries with Presuppositions.

Navreet Kaur, Monojit Choudhury, Danish Pruthi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Assisting Human Decisions in Document Matching.

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

Trans. Mach. Learn. Res., 2023

Performance Trade-offs of Watermarking Large Language Models.

Anirudh Ajith, Sameer Singh, Danish Pruthi

CoRR, 2023

Inspecting the Geographical Representativeness of Images from Text-to-Image Models.

Abhipsa Basu, R. Venkatesh Babu, Danish Pruthi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Geographical Erasure in Language Generation.

Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Model-tuning Via Prompts Makes NLP Models Adversarially Robust.

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Learning the Legibility of Visual Text Perturbations.

Dev Seth, Rickard Stureborg, Danish Pruthi, Bhuwan Dhingra

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

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

Trans. Assoc. Comput. Linguistics, 2022

Learning to Scaffold: Optimizing Model Explanations for Teaching.

Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Measures of Information Reflect Memorization Patterns.

Rachit Bansal, Danish Pruthi, Yonatan Belinkov

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Do Context-Aware Translation Models Pay the Right Attention?

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

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

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

CoRR, 2020

Weakly- and Semi-supervised Evidence Extraction.

Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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

Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

NeuSpell: A Neural Spelling Correction Toolkit.

Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Learning to Deceive with Attention-Based Explanations.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

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

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

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Combating Adversarial Misspellings with Robust Word Recognition.

Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Simple and Effective Semi-Supervised Question Answering.

Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

SPINE: SParse Interpretable Neural Embeddings.

Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard H. Hovy

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2015

Maxxyt: An Autonomous Wearable Device for Real-Time Tracking of a Wide Range of Exercises.

Danish Pruthi, Ayush Jain, Krishna Murthy Jatavallabhula, Ruppesh Nalwaya, Puneet Teja

Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015