Danish Pruthi

Danish Pruthi

Carnegie Mellon University

H-index: 12

North America-United States

About Danish Pruthi

Danish Pruthi, With an exceptional h-index of 12 and a recent h-index of 11 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Natural Language Processing, Deep Learning, Interpretability.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Model-tuning Via Prompts Makes NLP Models Adversarially Robust

Evaluating Large Language Models for Health-related Queries with Presuppositions

Performance Trade-offs of Watermarking Large Language Models

Learning the Legibility of Visual Text Perturbations

Geographical Erasure in Language Generation

Assisting Human Decisions in Document Matching

Goodhart's Law Applies to NLP's Explanation Benchmarks

Danish Pruthi Information

University

Position

___

Citations(all)

1078

Citations(since 2020)

1058

Cited By

280

hIndex(all)

12

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Danish Pruthi Skills & Research Interests

Natural Language Processing

Deep Learning

Interpretability

Top articles of Danish Pruthi

Title

Journal

Author(s)

Publication Date

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

International Conference on Computer Vision (ICCV 2023)

Abhipsa Basu

R Venkatesh Babu

Danish Pruthi

2023/5/18

Model-tuning Via Prompts Makes NLP Models Adversarially Robust

arXiv preprint arXiv:2303.07320

Mrigank Raman

Pratyush Maini

J Zico Kolter

Zachary C Lipton

Danish Pruthi

2023/3/13

Evaluating Large Language Models for Health-related Queries with Presuppositions

arXiv preprint arXiv:2312.08800

Navreet Kaur

Monojit Choudhury

Danish Pruthi

2023/12/14

Performance Trade-offs of Watermarking Large Language Models

arXiv preprint arXiv:2311.09816

Anirudh Ajith

Sameer Singh

Danish Pruthi

2023/11/16

Learning the Legibility of Visual Text Perturbations

EACL 2023

Dev Seth

Rickard Stureborg

Danish Pruthi

Bhuwan Dhingra

2023/3/9

Geographical Erasure in Language Generation

Pola Schwöbel

Jacek Golebiowski

Michele Donini

Cédric Archambeau

Danish Pruthi

2023/10/23

Assisting Human Decisions in Document Matching

arXiv preprint arXiv:2302.08450

Joon Sik Kim

Valerie Chen

Danish Pruthi

Nihar B Shah

Ameet Talwalkar

2023/2/16

Goodhart's Law Applies to NLP's Explanation Benchmarks

arXiv preprint arXiv:2308.14272

Jennifer Hsia

Danish Pruthi

Aarti Singh

Zachary C Lipton

2023/8/28

Learning to Scaffold: Optimizing Model Explanations for Teaching

Advances in Neural Information Processing Systems

Patrick Fernandes

Marcos Treviso

Danish Pruthi

André Martins

Graham Neubig

2022/12/6

Measures of Information Reflect Memorization Patterns

Advances in Neural Information Processing Systems

Rachit Bansal

Danish Pruthi

Yonatan Belinkov

2022/12/6

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

Proceedings of the AAAI Conference on Artificial Intelligence

Siddhant Arora

Danish Pruthi

Norman Sadeh

William W Cohen

Zachary C Lipton

...

2022/6/28

Do Context-Aware Translation Models Pay the Right Attention?

arXiv preprint arXiv:2105.06977

Kayo Yin

Patrick Fernandes

Danish Pruthi

Aditi Chaudhary

André FT Martins

...

2021/5/14

NeuSpell: A Neural Spelling Correction Toolkit

arXiv preprint arXiv:2010.11085

Sai Muralidhar Jayanthi

Danish Pruthi

Graham Neubig

2020/10/21

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

arXiv preprint arXiv:2005.00159

Pratyush Maini

Keshav Kolluru

Danish Pruthi

Mausam

2020/5/1

Learning to Deceive with Attention-Based Explanations

Andrew Harrison

Rahel Habacker

Ard Snijders

Mathias Parisot

2021/1/31

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

Transactions of the Association for Computational Linguistics

Danish Pruthi

Rachit Bansal

Bhuwan Dhingra

Livio Baldini Soares

Michael Collins

...

2022/4/6

Weakly-and Semi-supervised Evidence Extraction

Findings of EMNLP 2020

Danish Pruthi

Bhuwan Dhingra

Graham Neubig

Zachary C Lipton

2020/11/3

See List of Professors in Danish Pruthi University(Carnegie Mellon University)

Co-Authors

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