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2020 – today
- 2025
[j3]Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky:
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems. Trans. Assoc. Comput. Linguistics 13: 784-808 (2025)- [i5]Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, R. Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky:
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems. CoRR abs/2501.03468 (2025) - [i4]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:
A Library of LLM Intrinsics for Retrieval-Augmented Generation. CoRR abs/2504.11704 (2025) - [i3]Kristjan Greenewald, Luis A. Lastras, Thomas Parnell, Vraj Shah, Lucian Popa, Giulio Zizzo, R. Chulaka Gunasekara, Ambrish Rawat, David Cox:
Activated LoRA: Fine-tuned LLMs for Intrinsics. CoRR abs/2504.12397 (2025) - [i2]Dhruv Gupta, Aditya Nagarsekar, Vraj Shah, Sujith Thomas:
eDCF: Estimating Intrinsic Dimension using Local Connectivity. CoRR abs/2510.16513 (2025) - 2024
- [j2]Vraj Shah, Thomas J. Parashos, Arun Kumar:
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses. Proc. VLDB Endow. 17(6): 1391-1404 (2024) - 2022
- [b1]Vraj Shah:
Simplifying Data Preparation for Machine Learning on Tabular Data. University of California, San Diego, USA, 2022 - 2021
- [c7]Vraj Shah, Jonathan Lacanlale, Premanand Kumar, Kevin Yang, Arun Kumar:
Towards Benchmarking Feature Type Inference for AutoML Platforms. SIGMOD Conference 2021: 1584-1596 - 2020
- [c6]Vraj Shah, Side Li, Arun Kumar, Lawrence K. Saul:
SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data. SIGMOD Conference 2020: 2363-2374
2010 – 2019
- 2019
- [c5]Vraj Shah, Arun Kumar:
The ML Data Prep Zoo: Towards Semi-Automatic Data Preparation for ML. DEEM@SIGMOD 2019: 11:1-11:4 - [c4]Vraj Shah:
SpeakQL: Towards Speech-driven Multimodal Querying. SIGMOD Conference 2019: 1847-1849 - [c3]Vraj Shah, Side Li, Kevin Yang, Arun Kumar, Lawrence K. Saul:
Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured Data. SIGMOD Conference 2019: 2001-2004 - 2017
- [j1]Vraj Shah, Arun Kumar, Xiaojin Zhu:
Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers? Proc. VLDB Endow. 11(3): 366-379 (2017) - [c2]Dharmil Chandarana, Vraj Shah, Arun Kumar, Lawrence K. Saul:
SpeakQL: Towards Speech-driven Multi-modal Querying. HILDA@SIGMOD 2017: 11:1-11:6 - [i1]Vraj Shah, Arun Kumar, Xiaojin Zhu:
Stop That Join! Discarding Dimension Tables when Learning High Capacity Classifiers. CoRR abs/1704.00485 (2017) - 2015
- [c1]Ali Sajedi Badashian, Vraj Shah, Eleni Stroulia:
GitHub's big data adaptor: an eclipse plugin. CASCON 2015: 265-268
Coauthor Index
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