3 papers
cs.CL2024
A Comparative Analysis of Instruction Fine-Tuning LLMs for Financial Text Classification
Sorouralsadat Fatemi, Yuheng Hu, Maryam Mousavi
Large Language Models (LLMs) have demonstrated impressive capabilities across diverse Natural Language Processing (NLP) tasks, including language understanding, reasoning, and gene…
q-fin.TR2024
FinVision: A Multi-Agent Framework for Stock Market Prediction
Sorouralsadat Fatemi, Yuheng Hu
Financial trading has been a challenging task, as it requires the integration of vast amounts of data from various modalities. Traditional deep learning and reinforcement learning…
cs.CL2024
Enhancing Financial Question Answering with a Multi-Agent Reflection Framework
Sorouralsadat Fatemi, Yuheng Hu
While Large Language Models (LLMs) have shown impressive capabilities in numerous Natural Language Processing (NLP) tasks, they still struggle with financial question answering (QA…