FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline
Published in 5th ACM International Conference on AI in Finance (ICAIF 2024), New York, NY, 2024
FinQAPT is an end-to-end pipeline that closes the gaps in real-world financial question answering, from identifying relevant documents to reasoning over structured and unstructured data using LLMs, achieving state-of-the-art results on FinQA. This work was awarded Best Paper Runner-Up at the 5th ACM International Conference on AI in Finance (ICAIF 2024).
Recommended citation: Kuldeep Singh, Simerjot Kaur, Charese Smiley (2024). “FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline” 5th ACM International Conference on AI in Finance (ICAIF 2024). Best Paper Runner-Up.
Recommended citation: Kuldeep Singh, Simerjot Kaur, Charese Smiley (2024). "FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline" 5th ACM International Conference on AI in Finance (ICAIF 2024). Best Paper Runner-Up. https://arxiv.org/abs/2410.13959