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cs.CL2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs
Ankush Agarwal, Ganesh S, Chaitanya Devaguptapu
Answering questions that require reasoning and aggregation across both structured (tables) and unstructured (raw text) data sources presents significant challenges. Current methods…
cs.CL2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs
Pranoy Panda, Ankush Agarwal, Chaitanya Devaguptapu +2
Given unstructured text, Large Language Models (LLMs) are adept at answering simple (single-hop) questions. However, as the complexity of the questions increase, the performance of…