RoBERTa

Product · 2 documents

Key number

177,965 microblogs

Master Corpus Microblogs. Research Square p.2

Key number

86.8%

Macro-averaged F1 on risk dimensions. International journal of intelligent engineering and systems p.1

X-FCA: Diagnosing Explanatory Decoupling in Financial Information Systems via Counterfactual XAI and Conformal Prediction

Research paperResearch SquareOctober 202630 pages

The X-FCA framework was established to audit financial language models over a harmonized master corpus of 177,965 microblogs across Cryptocurrency, Traditional Finance, and Institutional sources.

RiskPercept-X: Explainable Transaction-Level Prediction of Investor-Perceived Risk on E-Investment Platforms

Research paperInternational journal of intelligent engineering and systemsOctober 202616 pages

RiskPercept-X achieves 89.0% accuracy and 86.8% macro-averaged F1 on risk dimensions on a temporally held-out split.