Fusing Narrative Semantics for Financial Volatility Forecasting

By Yaxuan Kong, Yoontae Hwang, Marcus Kaiser, Chris Vryonides, Roel Oomen, Stefan Zohren

Published 2025-10-23

Everscope rating

1604.5

Relevance to quantitative trading

8 / 10

Implementation complexity

7 / 10

Reproducibility

4 / 5

About this paper

Methodology: M2VN: Multi-Modal Volatility Network. Problem types: Time Series Forecasting, Regression, Risk Management, Natural Language Processing, Multi-task Learning.

arXiv:2510.20699 · Code · Paper rankings

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