26 citations · 47 across the 4 of their papers we have counts for
4 papers
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…
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…
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…
A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis
Sorouralsadat Fatemi, Yuheng Hu
Financial sentiment analysis plays a crucial role in uncovering latent patterns and detecting emerging trends, enabling individuals to make well-informed decisions that may yield s…