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Aarush Sinha

Undergraduate Student
Vellore Institute of Technology, Chennai
aarush.sinha(@)gmail.com


About Me

I am an undergraduate at Vellore Institute of Technology Chennai, specializing in Computer Science and Engineering. My current research focus is on Efficient Dense Retrievers, conducted under the supervision of Prof. Nirav Bhatt at the Department of Data Science and AI.

In addition to this, I collaborate with Prof. Amiatava Das at AIISC (University of South Carolina) on projects involving multimodal alignment and hallucination mitigation.

Recently, I began an internship at Carnegie Mellon University under the guidance of Prof. Anand Rao, where I will be contributing to research in Agentic Systems and Evaluation.

Research Interests

News

Publications

  1. Arxiv
    Graph Masked Language Models
    Aarush Sinha, OM Kumar CU
    Arxiv (Arxiv), 2025.
    PDF

  2. NAACL
    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 (*Equal Contribution)
    Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), 2025.
    PDF

  3. Arxiv
    ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature
    Aarush Sinha, Viraj Virk, Dipshikha Chakraborty, P.S. Sreeja
    Arxiv (Arxiv), 2025.
    PDF

  4. Arxiv
    Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation
    Jaskaran Singh Walia*, Aarush Sinha*, Srinitish Srinivasan*, Srihari Unnikrishnan* (*Equal Contribution)
    Arxiv (Arxiv), 2025.
    PDF

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