About Me
I am an undergraduate student at Vellore Institute of Technology - Chennai.
My research is centered on enhancing the reasoning capabilities and overall performance of compact language models while ensuring efficiency.
Additionally, I work on addressing hallucination issues in models across various modalities.
My guiding principle is "Chota SOTA Models" - creating small state-of-the-art models.
Education
Vellore Institute of Technology-Chennai
BTech in Computer Science, 2021 - Present
Research Experience
Carnegie Mellon University
Research Student, 2025 - Present
Working on the evaluation of agents under Prof. Anand Rao.
AI Institute, University of South Carolina
Research Student, 2024 - Present
Mitigating hallucinations in Text2Video models under Prof. Amitava Das.
Indian Institute of Technology-Madras
Research Student, 2023 - Present
Building efficient and scalable dense retrievers under Prof. Nirav Bhatt.
Recent Updates
New Collaboration
Started working on Agentic Systems and Evaluation with Prof. Anand Rao at CMU.
April, 2025
New Preprint
Released Graph Masked Language Models on arXiv.
March, 2025
Paper Accepted
Our paper on Text2Video Hallucinations accepted to TrustNLP@NAACL.
February, 2025
Publications
2025
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
Vipula Rawte, Sarthak Jain, Aarush Sinha, Garv Kaushik, Aman Bansal, Prathiksha Rumale Vishwanath, Samyak Rajesh Jain, Aishwarya Naresh Reganti, Vinija Jain, Aman Chadha, Amit P Sheth, Amitava Das
The 5th Workshop on Trustworthy NLP @ NAACL2025
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation
Jaskaran Singh Walia, Aarush Sinha, Srinitish Srinivasan, Srihari Unnikrishnan
arXiv preprint