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FinGPT II: Cracking the Financial Sentiment Analysis Task Using Instruction Tuning of General-Purpose Large Language Models
Pushing the Boundaries of Sentiment Analysis Beyond BloombergGPT
FinGPT blog series:
FinGPT: Powering the Future of Finance with 20 Cutting-Edge Applications
FinGPT I: Why We Built the First Open-Source Large Language Model for Finance
We will present our LLMs for sentiment analysis paper at FinLLM Symposium at IJCAI 2023, Aug 20 Macao.
Introduction
Welcome to the second installment of our exploration into FinGPT, an open-source large language model designed specifically for the finance sector. In this piece, we delve into the realm of financial sentiment analysis, a vital tool for uncovering insights from financial articles, news, and social media, shaping our understanding of market movements.
By transforming a small portion of supervised financial sentiment analysis data into instruction data and fine-tuning a general-purpose LLM with this method…
