2 papers
cs.IR2025
AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts
Maruf Ahmed Mridul, Ian Sloyan, Aparna Gupta +1
Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) are reshaping how AI systems extract and organize information from unstructured text. A key challenge is desig…
cs.CE2024
FLAG: Financial Long Document Classification via AMR-based GNN
Bolun "Namir" Xia, Aparna Gupta, Mohammed J. Zaki
The advent of large language models (LLMs) has initiated much research into their various financial applications. However, in applying LLMs on long documents, semantic relations ar…