3 papers
cs.AI2025
Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters
Sarmistha Das, Priya Mathur, Ishani Sharma +3
The exponential technological breakthrough of the FinTech industry has significantly enhanced user engagement through sophisticated advisory chatbots. However, large-scale fine-tun…
cs.CV2025
Unlocking Financial Insights: An advanced Multimodal Summarization with Multimodal Output Framework for Financial Advisory Videos
Sarmistha Das, R E Zera Marveen Lyngkhoi, Sriparna Saha +1
The dynamic propagation of social media has broadened the reach of financial advisory content through podcast videos, yet extracting insights from lengthy, multimodal segments (30-…
cs.CV2025
Deciphering the complaint aspects: Towards an aspect-based complaint identification model with video complaint dataset in finance
Sarmistha Das, Basha Mujavarsheik, R E Zera Lyngkhoi +2
In today's competitive marketing landscape, effective complaint management is crucial for customer service and business success. Video complaints, integrating text and image conten…