Article
How Financial News Can Be Used to Train Good Financial Models
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7Selma Najih PRO
SelmaNajih001
AI & ML interests
Large Language Models applied to finance
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updated
a dataset
about 8 hours ago
SelmaNajih001/Cnbc_MultiCompany
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a Space
about 9 hours ago
SelmaNajih001/StockPredictionExplanation
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Which is the best model to use as a signal for investment?
Here who is gaining the most:
https://huggingface.co/spaces/SelmaNajih001/InvestmentStrategyBasedOnSentiment
The Space uses titles from this dataset:
📊 https://huggingface.co/datasets/SelmaNajih001/Cnbc_MultiCompany
Given a news title, it calculates a sentiment score : if the score crosses a certain threshold, the strategy decides to buy or sell.
Each trade lasts one day, and the strategy then computes the daily return.
For Tesla the best model seems to be the regression 👀
Just a quick note: the model uses the closing price as the buy price, meaning it already reflects the impact of the news.
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