Charvi Rastogi

Researcher, Google

Joined

February 2021

Names

Charvi Rastogi (Preferred)

Emails

****@cs.cmu.edu (Confirmed)

****@andrew.cmu.edu (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Google (google.com)

2024 – Present

PhD student

Carnegie Mellon University (cmu.edu)

2018 – 2024

Undergrad student

Indian Institute of Technology Bombay (iitb.ac.in)

2013 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Kenneth Holstein

2021 – 2023

PhD Advisor

Nihar B. Shah

2018 – 2023

PhD Advisor

Sivaraman Balakrishnan

2018 – 2021

Expertise

AI safety evaluations

2024 – Present

AI Pluralistic Alignment

2024 – Present

Human-AI collaboration

2020 – Present

Crowdsourcing

2018 – Present

explainable ML

2020 – 2023

Publications

Decoding Safety Feedback from Diverse Raters: A Data-driven Lens on Responsiveness to Severity
Pushkar Mishra, Charvi Rastogi, Stephen R Pfohl, Alicia Parrish, Tian Huey Teh, Roma Patel, Mark Diaz, Ding Wang, Michela Paganini, Vinodkumar Prabhakaran, Lora Aroyo, Verena Rieser
- Accepted by TMLR
- Readers: Everyone
Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
Lujain Ibrahim, Canfer Akbulut, Rasmi Elasmar, Charvi Rastogi, Minsuk Kahng, Meredith Ringel Morris, Kevin R. McKee, Verena Rieser, Murray Shanahan, Laura Weidinger
- ICLR 2026 Poster
- Readers: Everyone
Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models
Charvi Rastogi, Tian Huey Teh, Pushkar Mishra, Roma Patel, Ding Wang, Mark Diaz, Alicia Parrish, Aida Mostafazadeh Davani, Zoe Ashwood, Michela Paganini, Vinodkumar Prabhakaran, Verena Rieser, Lora Aroyo
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Insights on Disagreement Patterns in Multimodal Safety Perception across Diverse Rater Groups
Charvi Rastogi, Tian Huey Teh, Pushkar Mishra, Roma Patel, Zoe Ashwood, Aida Mostafazadeh Davani, Mark Diaz, Michela Paganini, Alicia Parrish, Ding Wang, Vinodkumar Prabhakaran, Lora Aroyo, Verena Rieser
- SafeGenAi Poster
- Readers: Everyone
Lexically-constrained automated prompt augmentation: A case study using adversarial T2I data
Jessica Quaye, Alicia Parrish, Oana Inel, Minsuk Kahng, Charvi Rastogi, Hannah Rose Kirk, Jess Tsang, Nathan L Clement, Rafael Mosquera, Juan Manuel Ciro, Vijay Janapa Reddi, Lora Aroyo
- SafeGenAi Poster
- Readers: Everyone
DataPerf: Benchmarks for Data-Centric AI Development
Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William A Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun et al. (27 additional authors not shown)
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
A Large Scale Randomized Controlled Trial on Herding in Peer-Review Discussions
Ivan Stelmakh, Charvi Rastogi, Nihar B. Shah, Aarti Singh, Hal Daumé III
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone
Deciding Fast and Slow: The Role of Cognitive Biases in AI-assisted Decision-making
Charvi Rastogi, Yunfeng Zhang, Dennis Wei, Kush R. Varshney, Amit Dhurandhar, Richard Tomsett
- 2020 (modified: 27 Jan 2026)
- CoRR 2020
- Readers: Everyone
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions
Charvi Rastogi, Sivaraman Balakrishnan, Nihar B. Shah, Aarti Singh
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone
Two-Sample Testing on Pairwise Comparison Data and the Role of Modeling Assumptions
Charvi Rastogi, Sivaraman Balakrishnan, Nihar B. Shah, Aarti Singh
- 2020 (modified: 05 Nov 2022)
- ISIT 2020
- Readers: Everyone

View all 12 publications

Co-Authors

View all 83 co-authors