Large Language Models and Stock Investing: Is the Human Factor Required?

By Ricardo Crisóstomo, Diana Mykhalyuk

Published 2026-03-01

Everscope rating

1310

Relevance to quantitative trading

8 / 10

Implementation complexity

5 / 10

Reproducibility

3 / 5

About this paper

Methodology: Live Out-of-Sample LLM Evaluation Framework. Problem types: Classification, Time Series Forecasting, Portfolio Optimization, Natural Language Processing.

arXiv:2603.19944 · Paper rankings

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