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![rohanpaul_ai Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2588345408.png) Rohan Paul [@rohanpaul_ai](/creator/twitter/rohanpaul_ai) on x 74K followers
Created: 2025-07-13 23:36:29 UTC

From text to trade: harnessing the potential of generative AI for investor sentiment analysis in financial markets through.

This study describe a production-grade workflow that converts multilingual social-media streams into tradeable sentiment factors by means of a fine-tuned generative model. 

Over a 24-month back-test the factor delivers XXX % annualised excess return after transaction costs on a long-short equity book, reinforcing the edge that rapid unstructured-text digestion can create.

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researchgate. net/publication/393299573_From_text_to_trade_harnessing_the_potential_of_generative_AI_for_investor_sentiment_analysis_in_financial_markets_through_large_language_models

![](https://pbs.twimg.com/media/GvxmAQCXsAA5Kb2.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1944541472537334230/c:line.svg)

**Related Topics**
[Sentiment](/topic/sentiment)
[investment](/topic/investment)
[coins ai](/topic/coins-ai)
[generative](/topic/generative)

[Post Link](https://x.com/rohanpaul_ai/status/1944541472537334230)