Author

Yuvraj Verma

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#machine learning Preprint Jul 2026

What Does 99% Accuracy Measure? A Reproducible Audit of Shortcut Learning in a Widely Used Fake News Corpus

Text classifiers trained on the ISOT/Kaggle "Fake and Real News"corpus routinely report accuracy and F1 above 0.98, which concludes that within-corpus scores here quantify source and topic separability rather than veracity, and is recommended metadata-only, small-sample, and topic-disjoint baselines as inexpensive diag...

Yuvraj Verma · 0 citations

Jul 2026

Try Again, Don't Look Back: Blind Resampling Outperforms Self-Repair in Small Code Models

It is argued that this comparison of matched-budget retry conditions confounds the value of the feedback with the value of the extra attempt, and that anchoring is the cost of committing to a bad first attempt.

Yuvraj Verma · arXiv.org · 1 citation · ⚡1