2 papers
cs.CL2026
Beyond Perplexity: Character Distribution Signatures and the MDTA Benchmark for AI Text Detection
Priyadarshan Narayanasamy, Swastik Agrawal, Klint Faber +1
Training-free AI text detection methods primarily rely on model log-probabilities, achieving strong performance through approaches like Binoculars and DNA-DetectLLM. However, these…
cs.LG2026
STRIKE: Additive Feature-Group-Aware Stacking Framework for Credit Default Prediction
Swattik Maiti, Ritik Pratap Singh, Fardina Fathmiul Alam
Credit risk default prediction remains a cornerstone of risk management in the financial industry. The task involves estimating the likelihood that a borrower will fail to meet deb…