04:00
2026-09-12
arxiv.org
natural-language-processing
Same Day, Same Story; One Day Ahead, a Different Signal: The Dual Validity of Financial Sentiment
A study of 70,500 X messages tied to securities class actions from 2002 to 2025 found that benchmark agreement between financial sentiment tools and human labels establishes semantic validity but does…