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ORCIDDanish Pruthi
Person information
- affiliation: Indian Institute of Science Bangalore, India
- affiliation: Amazon Web Services
- affiliation (former): Carnegie Mellon University, USA
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2020 – today
- 2024
[c21]Navreet Kaur, Monojit Choudhury, Danish Pruthi:
Evaluating Large Language Models for Health-related Queries with Presuppositions. ACL (Findings) 2024: 14308-14331- [c20]Jennifer Hsia, Danish Pruthi, Aarti Singh, Zachary C. Lipton:
Goodhart's Law Applies to NLP's Explanation Benchmarks. EACL (Findings) 2024: 1322-1335 - [c19]Anirudh Ajith, Sameer Singh, Danish Pruthi:
Downstream Trade-offs of a Family of Text Watermarks. EMNLP (Findings) 2024: 14039-14053 - [c18]Saksham Rastogi, Danish Pruthi:
Revisiting the Robustness of Watermarking to Paraphrasing Attacks. EMNLP 2024: 18100-18110 - [i25]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:
What Can Natural Language Processing Do for Peer Review? CoRR abs/2405.06563 (2024) - [i24]Saksham Rastogi, Danish Pruthi:
Revisiting the Robustness of Watermarking to Paraphrasing Attacks. CoRR abs/2411.05277 (2024) - [i23]Kirti Bhagat, Kinshuk Vasisht, Danish Pruthi:
Richer Output for Richer Countries: Uncovering Geographical Disparities in Generated Stories and Travel Recommendations. CoRR abs/2411.07320 (2024) - [i22]Kinshuk Vasisht, Navreet Kaur, Danish Pruthi:
Knowledge Graph Guided Evaluation of Abstention Techniques. CoRR abs/2412.07430 (2024) - 2023
- [j2]Joon Sik Kim, Valerie Chen, Danish Pruthi, Nihar B. Shah, Ameet Talwalkar:
Assisting Human Decisions in Document Matching. Trans. Mach. Learn. Res. 2023 (2023) - [c17]Dev Seth, Rickard Stureborg, Danish Pruthi, Bhuwan Dhingra:
Learning the Legibility of Visual Text Perturbations. EACL 2023: 3252-3265 - [c16]Mrigank Raman, Pratyush Maini, J. Zico Kolter, Zachary C. Lipton, Danish Pruthi:
Model-tuning Via Prompts Makes NLP Models Adversarially Robust. EMNLP 2023: 9266-9286 - [c15]Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi:
Geographical Erasure in Language Generation. EMNLP (Findings) 2023: 12310-12324 - [c14]Abhipsa Basu, R. Venkatesh Babu, Danish Pruthi:
Inspecting the Geographical Representativeness of Images from Text-to-Image Models. ICCV 2023: 5113-5124 - [i21]Joon Sik Kim, Valerie Chen, Danish Pruthi, Nihar B. Shah, Ameet Talwalkar:
Assisting Human Decisions in Document Matching. CoRR abs/2302.08450 (2023) - [i20]Dev Seth, Rickard Stureborg, Danish Pruthi, Bhuwan Dhingra:
Learning the Legibility of Visual Text Perturbations. CoRR abs/2303.05077 (2023) - [i19]Mrigank Raman, Pratyush Maini, J. Zico Kolter, Zachary C. Lipton, Danish Pruthi:
Model-tuning Via Prompts Makes NLP Models Adversarially Robust. CoRR abs/2303.07320 (2023) - [i18]Abhipsa Basu, R. Venkatesh Babu, Danish Pruthi:
Inspecting the Geographical Representativeness of Images from Text-to-Image Models. CoRR abs/2305.11080 (2023) - [i17]Jennifer Hsia, Danish Pruthi, Aarti Singh, Zachary C. Lipton:
Goodhart's Law Applies to NLP's Explanation Benchmarks. CoRR abs/2308.14272 (2023) - [i16]Pola Schwöbel, Jacek Golebiowski, Michele Donini, Cédric Archambeau, Danish Pruthi:
Geographical Erasure in Language Generation. CoRR abs/2310.14777 (2023) - [i15]Anirudh Ajith, Sameer Singh, Danish Pruthi:
Performance Trade-offs of Watermarking Large Language Models. CoRR abs/2311.09816 (2023) - [i14]Navreet Kaur, Monojit Choudhury, Danish Pruthi:
Evaluating Large Language Models for Health-related Queries with Presuppositions. CoRR abs/2312.08800 (2023) - 2022
- [j1]Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen:
Evaluating Explanations: How Much Do Explanations from the Teacher Aid Students? Trans. Assoc. Comput. Linguistics 10: 359-375 (2022) - [c13]Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig:
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations. AAAI 2022: 5277-5285 - [c12]Rachit Bansal, Danish Pruthi, Yonatan Belinkov:
Measures of Information Reflect Memorization Patterns. NeurIPS 2022 - [c11]Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig:
Learning to Scaffold: Optimizing Model Explanations for Teaching. NeurIPS 2022 - [i13]Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig:
Learning to Scaffold: Optimizing Model Explanations for Teaching. CoRR abs/2204.10810 (2022) - [i12]Rachit Bansal, Danish Pruthi, Yonatan Belinkov:
Measures of Information Reflect Memorization Patterns. CoRR abs/2210.09404 (2022) - 2021
- [c10]Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig:
Do Context-Aware Translation Models Pay the Right Attention? ACL/IJCNLP (1) 2021: 788-801 - [i11]Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig:
Do Context-Aware Translation Models Pay the Right Attention? CoRR abs/2105.06977 (2021) - [i10]Siddhant Arora, Danish Pruthi, Norman M. Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig:
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations. CoRR abs/2112.09669 (2021) - 2020
- [c9]Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton:
Learning to Deceive with Attention-Based Explanations. ACL 2020: 4782-4793 - [c8]Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig:
NeuSpell: A Neural Spelling Correction Toolkit. EMNLP (Demos) 2020: 158-164 - [c7]Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton:
Weakly- and Semi-supervised Evidence Extraction. EMNLP (Findings) 2020: 3965-3970 - [c6]Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam:
Why and when should you pool? Analyzing Pooling in Recurrent Architectures. EMNLP (Findings) 2020: 4568-4586 - [i9]Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam:
Why and when should you pool? Analyzing Pooling in Recurrent Architectures. CoRR abs/2005.00159 (2020) - [i8]Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig:
NeuSpell: A Neural Spelling Correction Toolkit. CoRR abs/2010.11085 (2020) - [i7]Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton:
Weakly- and Semi-supervised Evidence Extraction. CoRR abs/2011.01459 (2020) - [i6]Danish Pruthi, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen:
Evaluating Explanations: How much do explanations from the teacher aid students? CoRR abs/2012.00893 (2020)
2010 – 2019
- 2019
- [c5]Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton:
Combating Adversarial Misspellings with Robust Word Recognition. ACL (1) 2019: 5582-5591 - [c4]Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang:
compare-mt: A Tool for Holistic Comparison of Language Generation Systems. NAACL-HLT (Demonstrations) 2019: 35-41 - [i5]Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang:
compare-mt: A Tool for Holistic Comparison of Language Generation Systems. CoRR abs/1903.07926 (2019) - [i4]Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton:
Combating Adversarial Misspellings with Robust Word Recognition. CoRR abs/1905.11268 (2019) - [i3]Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton:
Learning to Deceive with Attention-Based Explanations. CoRR abs/1909.07913 (2019) - 2018
- [c3]Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard H. Hovy:
SPINE: SParse Interpretable Neural Embeddings. AAAI 2018: 4921-4928 - [c2]Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal:
Simple and Effective Semi-Supervised Question Answering. NAACL-HLT (2) 2018: 582-587 - [i2]Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal:
Simple and Effective Semi-Supervised Question Answering. CoRR abs/1804.00720 (2018) - 2017
- [i1]Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard H. Hovy:
SPINE: SParse Interpretable Neural Embeddings. CoRR abs/1711.08792 (2017) - 2015
- [c1]Danish Pruthi, Ayush Jain, Krishna Murthy Jatavallabhula
, Ruppesh Nalwaya, Puneet Teja:
Maxxyt: An Autonomous Wearable Device for Real-Time Tracking of a Wide Range of Exercises. UKSim 2015: 137-141
Coauthor Index
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