Rashmi Gangadharaiah

Researcher, Amazon

Joined

October 2021

Names

Rashmi Gangadharaiah (Preferred)

Emails

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2017 – Present

Researcher

International Business Machines (ibm.com)

2011 – 2017

Postdoc

University of California, San Diego (ucsd.edu)

2015 – 2015

PhD student

Carnegie Mellon University (cmu.edu)

2007 – 2011

MS student

Carnegie Mellon University (cmu.edu)

2005 – 2007

Advisors, Relations & Conflicts

No relations added

Expertise

Dialog Systems

Present

Natural Language Processing

Present

Question and Answering

Present

Publications

When Facts Change: Probing LLMs on Evolving Knowledge with evolveQA
Nishanth Sridhar Nakshatri, Shamik Roy, Manoj Ghuhan Arivazhagan, Hanhan Zhou, Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah
- OpenReview Archive Direct Upload
- Readers: Everyone
Constrained Decoding with Speculative Lookaheads
Nishanth Sridhar Nakshatri, Shamik Roy, Rajarshi Das, Suthee Chaidaroon, Leonid Boytsov, Rashmi Gangadharaiah
- Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies
- Readers: Everyone
Searching for Optimal Solutions with LLMs via Bayesian Optimization
Dhruv Agarwal, Manoj Ghuhan Arivazhagan, Rajarshi Das, Sandesh Swamy, Sopan Khosla, Rashmi Gangadharaiah
- ICLR 2025 Poster
- Readers: Everyone
FairGen: controlling fair generations in diffusion models via adaptive latent guidance
Mintong Kang, Vinayshekhar Bannihatti Kumar, Shamik Roy, Abhishek Kumar, Sopan Khosla, Balakrishnan Murali Narayanaswamy, Rashmi Gangadharaiah
- Submitted to ICLR 2025
- Readers: Everyone
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
Dhruv Agarwal, Rajarshi Das, Sopan Khosla, Rashmi Gangadharaiah
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
What Do Users Care About? Detecting Actionable Insights from User Feedback
Kasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen McKeown, Dan Roth
- 03 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
PerKGQA: Question Answering over Personalized Knowledge Graphs
Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah, Dan Roth, Carolyn Rose
- 03 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Recursive Template-based Frame Generation for Task Oriented Dialog
Rashmi Gangadharaiah, Balakrishnan Narayanaswamy
- 2020 (modified: 14 Dec 2021)
- ACL 2020
- Readers: Everyone
An open access medical knowledge base for community driven diagnostic decision support system development
Lars Müller, Rashmi Gangadharaiah, Simone C. Klein, James Perry, Greg Bernstein, David Nurkse, Dustin Wailes, Rishi Graham, Robert E. El-Kareh, Sanjay Mehta, Staal A. Vinterbo, Eliah Aronoff Spencer
- 2019 (modified: 14 Dec 2021)
- BMC Medical Informatics Decis. Mak. 2019
- Readers: Everyone
Achieving Fluency and Coherency in Task-oriented Dialog
Rashmi Gangadharaiah, Balakrishnan Narayanaswamy, Charles Elkan
- 2018 (modified: 12 May 2023)
- CoRR 2018
- Readers: Everyone

View all 28 publications

Co-Authors

View all 52 co-authors