EKLAV: Elicited Key CoT Learning via Answer only superVision

arXiv:2607.25182 · cs.CL, cs.AI, cs.IR · Submitted 2026-07-28 · Read on arXiv

cs.CL, cs.AI, cs.IR

Submitted: 2026-07-28

Updated: 2026-10-16

Terminology

• Trace — 3× in this paper · explained in 2 episodes
• Reasoning Traces — 2× in this paper · explained in 4 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Chain-of-Thought (CoT) — 1× in this paper · explained in 5 episodes
• Chain-of-Thought (CoT) Reasoning — 1× in this paper · explained in 4 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Semantic Understanding — 1× in this paper · explained in 2 episodes

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