Search Results for author: Akash Ghosh

Found 5 papers, 2 papers with code

How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset

1 code implementation30 Mar 2024 Akash Ghosh, B Venkata Sahith, Niloy Ganguly, Pawan Goyal, Mayank Singh

Question-answering (QA) on hybrid scientific tabular and textual data deals with scientific information, and relies on complex numerical reasoning.

Question Answering

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction

no code implementations18 Jan 2024 Ankan Mullick, Akash Ghosh, G Sai Chaitanya, Samir Ghui, Tapas Nayak, Seung-Cheol Lee, Satadeep Bhattacharjee, Pawan Goyal

Material science literature is a rich source of factual information about various categories of entities (like materials and compositions) and various relations between these entities, such as conductivity, voltage, etc.

Relation Relation Extraction

CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare

no code implementations16 Dec 2023 Akash Ghosh, Arkadeep Acharya, Raghav Jain, Sriparna Saha, Aman Chadha, Setu Sinha

This multimodal approach not only enhances the decision-making process in healthcare but also fosters a more nuanced understanding of patient queries, laying the groundwork for future research in personalized and responsive medical care

Decision Making

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