IT Impress Tamil Newsஞாயிற்றுக்கிழமை, 8 நவம்பர் 2026
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Auditing MCQA Benchmarks through Probability Landscapes

Auditing MCQA Benchmarks through Probability Landscapes
Auditing MCQA Benchmarks through Probability Landscapes படம்: Free Public Domain Illustrations by rawpixel (CC BY 2.0)

Authors/venue: Minsoo Song, Chanjun Park; abstract page-ல் affiliation இல்லை; 31 August arXiv preprint. Problem: flawed MCQA items evaluation-ஐ distort செய்கின்றன. Contribution: top probability + residual entropy probability landscapes மற்றும் noise injection. Significance: human review முன் benchmark triage. Limitations: preprint, limited models/datasets, independent reproduction இல்லை. Paper