Quantifying Semantic Shift in Financial NLP: Robust Metrics for Market Prediction Stability

By Zhongtian Sun, Chenghao Xiao, Anoushka Harit, Jongmin Yu

Published 2025-09-30

Everscope rating

1674.6

Relevance to quantitative trading

8 / 10

Implementation complexity

6 / 10

Reproducibility

3 / 5

About this paper

Methodology: Regime-Aware Diagnostic Evaluation Framework. Problem types: Regression, Natural Language Processing, Causal Inference, Time Series Forecasting, Risk Management.

arXiv:2510.00205 · Paper rankings

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