4 papers
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…
AVATAAR: Agentic Video Answering via Temporal Adaptive Alignment and Reasoning
Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar
With the increasing prevalence of video content, effectively understanding and answering questions about long form videos has become essential for numerous applications. Although l…
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…
FANAL -- Financial Activity News Alerting Language Modeling Framework
Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar +1
In the rapidly evolving financial sector, the accurate and timely interpretation of market news is essential for stakeholders needing to navigate unpredictable events. This paper i…