Vraj Shah

Researcher, International Business Machines

Joined

September 2019

Names

Vraj Shah (Preferred)

Emails

****@eng.ucsd.edu (Confirmed)

****@ibm.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

International Business Machines (ibm.com)

2022 – Present

Researcher

International Business Machines (ibm.com)

2022 – Present

PhD student

Computer Science, University of California, San Diego (ucsd.edu)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Activated LoRA: Fine-tuned LLMs for Intrinsics
Kristjan Greenewald, Luis A. Lastras, Thomas Parnell, Vraj Shah, Lucian Popa, Giulio Zizzo, Chulaka Gunasekara, Ambrish Rawat, David Daniel Cox
- NeurIPS 2025 poster
- Readers: Everyone
Activated LoRA: Fine-tuned LLMs for Intrinsics
Kristjan Greenewald, Luis A. Lastras, Thomas Parnell, Vraj Shah, Lucian Popa, Giulio Zizzo, R. Chulaka Gunasekara, Ambrish Rawat, David Cox
- CoRR 2025
- Readers: Everyone
A Library of LLM Intrinsics for Retrieval-Augmented Generation
Marina Danilevsky, Kristjan Greenewald, R. Chulaka Gunasekara, Maeda F. Hanafi, Lihong He, Yannis Katsis, Krishnateja Killamsetty, Yatin Nandwani, Lucian Popa, Dinesh Raghu, Frederick Reiss, Vraj Shah, Khoi-Nguyen Tran, Huaiyu Zhu, Luis A. Lastras
- CoRR 2025
- Readers: Everyone
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems
Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, R. Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky
- CoRR 2025
- Readers: Everyone
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems
Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky
- Trans. Assoc. Comput. Linguistics 2025
- Readers: Everyone
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses
Vraj Shah, Thomas J. Parashos, Arun Kumar
- Proc. VLDB Endow. 2024
- Readers: Everyone
Simplifying Data Preparation for Machine Learning on Tabular Data
Vraj Shah
- undefined 2022
- Readers: Everyone
Towards Benchmarking Feature Type Inference for AutoML Platforms
Vraj Shah, Jonathan Lacanlale, Premanand Kumar, Kevin Yang, Arun Kumar
- SIGMOD Conference 2021
- Readers: Everyone
SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data
Vraj Shah, Side Li, Arun Kumar, Lawrence K. Saul
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- SIGMOD Conference 2020
- Readers: Everyone
SpeakQL: Towards Speech-driven Multimodal Querying
Vraj Shah
- SIGMOD Conference 2019
- Readers: Everyone

View all 16 publications

Co-Authors

View all 35 co-authors