Graduate Research Associate
CoRAL Lab, Arizona State University
With Dr. Vivek Gupta. NLP, text-to-table, and multimodal reasoning.
I'm Fenil Bardoliya, an MS graduate in Computer Science from Arizona State University. I work at the Complex Data Reasoning and Analysis Lab (CoRAL), advised by Dr. Vivek Gupta. Previously I was a Computer Vision Research Aide at DREAMS LAB and interned at Samsung Semiconductor India Research. I received my B.E. in Computer Science from BITS Pilani.
My research focuses on natural language processing, text-to-table generation, and multimodal reasoning—building systems that turn unstructured text into interpretable, structured data and that reason robustly across modalities.
Research
Broadly, I work at the intersection of:
- Text-to-Table & Information Extraction — Schema-guided extraction, proposition-based reasoning, and table generation from long-form text
- Multimodal LLMs — Evaluation under distribution shift, robustness, and grounding (e.g. Perceptual Observatory, CVPR Workshop)
- NL2SQL & Interactive Systems — Real-time question answering and visualization over dynamic data (e.g. SportSQL)
I aim to build practical, interpretable systems that improve how we extract and reason over structured information from text and multimodal data.
Experience
Computer Vision Research Aide
DREAMS LAB, ASU
Research Intern
Samsung Semiconductor India Research
B.E. Computer Science
BITS Pilani
If you're interested in NLP, text-to-table, or multimodal evaluation, feel free to reach out. Outside of research, I enjoy traveling, swimming, tennis, basketball, and the occasional game of Dota 2.
Publications
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