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Breaking 0.669 to Reach Top 5 in Kaggle's "Name That LLM": The Decoy Trap, Dual-SVC & Sequence Encoders

Breaking 0.669 to Reach Top 5 in Kaggle's "Name That LLM" How we uncovered the public "decoy camouflage", introduced a high-diversity DeBERTa-v3 sequence head, and recalibrated Sinkhorn optimal transport to push beyond the 0.672 plateau. 1. The Challenge: Who Wrote That Passage? In Kaggle’s Name Th…

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  1. 2026-11-07 22:27 · DEV Community — Machine Learning
    Breaking 0.669 to Reach Top 5 in Kaggle's "Name That LLM": The Decoy Trap, Dual-SVC & Sequence Encoders

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