AI Research

    FinLLM-KG: Knowledge Graph-Enhanced LLMs for Financial Sentiment Analysis in Algorithmic Trading

    A knowledge-graph-enhanced approach to financial sentiment analysis for algorithmic trading

    Recent advances in Generative AI have substantially improved financial sentiment analysis through post-trained financial large language models (LLMs).

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    ArXiv CS.CL

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    ArXiv CS.CL
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    Financial sentiment analysis can inform algorithmic trading, making reliable interpretation of financial information important. FinLLM-KG’s knowledge-graph-enhanced approach points to a way of combining structured knowledge with post-trained financial language models.

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