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Sefa Akça

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Open access Oct 2026

Consensus Ensembles for Zero-Shot Algorithm Classification with Large Language Models

Manual classification of algorithmic problems is costly and inconsistent, although it remains essential for curriculum sequencing, recommendation systems, and quality control on competitive programming platforms. To address this limitation, this study investigates whether consensus-based, zero-shot classification using...

Haydar Tuna, Sefa Akça, Taymaz Akan · 0 citations

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