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cs.CL2025
SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats
Chinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh
Accurate question answering over real spreadsheets remains difficult due to multirow headers, merged cells, and unit annotations that disrupt naive chunking, while rigid SQL views…
cs.CL2025★ 2 cited
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering
Chinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh
Financial documents--such as 10-Ks, 10-Qs, and investor presentations--span hundreds of pages and combine diverse modalities, including dense narrative text, structured tables, and…