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Arijit Roy

3 accepted papers

2026

ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages

IJCAI 2026

Multimodal Large Language Models(MLLMs) have shown promising reasoning capabilities in general domains, yet their performance remains limited in specialized settings such as healthcare, particularly for multilingual and low-resource scenarios. This gap is critical in regions like rural India, where

Cited by 0Scholar
2024

Generating Novel Leads for Drug Discovery Using LLMs with Logical Feedback

AAAI 2024technical

Large Language Models (LLMs) can be used as repositories of biological and chemical information to generate pharmacological lead compounds. However, for LLMs to focus on specific drug targets typically requires experimentation with progressively more refined prompts. Results thus become dependent no…