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#stock-forecasting News & Analysis

2 articles tagged with #stock-forecasting. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · 6h ago7/10
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A Review of Large Language Models for Stock Price Forecasting from a Hedge-Fund Perspective

A comprehensive review examines how large language models are being applied to stock price forecasting in quantitative finance, with particular emphasis on practical challenges often overlooked in academic literature. The analysis, framed from a hedge-fund perspective, addresses critical implementation issues including sentiment analysis fragility, data leakage risks, and market friction constraints that affect real-world trading performance.

AIBullisharXiv – CS AI · Mar 37/102
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Reasoning on Time-Series for Financial Technical Analysis

Researchers introduce Verbal Technical Analysis (VTA), a framework that combines Large Language Models with time-series analysis to produce interpretable stock forecasts. The system converts stock price data into textual annotations and uses natural language reasoning to achieve state-of-the-art forecasting accuracy across U.S., Chinese, and European markets.