RESEARCHInvestigateNOW
Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Audit of 16 NLP model setups reveals reported gains in financial news prediction rely heavily on temporal leakage.
Open source