3 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…
cs.CL2021
Towards More Equitable Question Answering Systems: How Much More Data Do You Need?
Arnab Debnath, Navid Rajabi, Fardina Fathmiul Alam +1
Question answering (QA) in English has been widely explored, but multilingual datasets are relatively new, with several methods attempting to bridge the gap between high- and low-r…