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Beyond the Answer: Student-Conditioned Trace Construction for Reasoning Distillation

Paper recorded by Signals 4 on 2026-10-16 in cs.LG. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-16 on arXiv · recorded by Signals 4 on 2026-10-19

Category: cs.LG · 机器学习 · first seen 2026-10-19

Abstract

A reasoning trace can accompany a correct answer without providing effective supervision for a particular student. We study how to construct traces that improve learning beyond answer-only supervision by considering both their intermediate content and their accessibility to the target learner. We introduce ReDiST, a student-conditioned trace-construction and distillation framework for evidence-ric

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#248 most recent of 749 cs.LG papers we have recorded · ↑ newer: Task-aligned spectral inductive biases in parameterized quantum circui · ↓ older: Waiting Buys Exactly Two Moments: Endogenous Identification in Predict
Cite this page: Beyond the Answer: Student-Conditioned Trace Construction for Reasoning Distillation: the #248 most recent of 749 cs.LG papers we have recorded (as of 2026-10-16). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/beyond-the-answer-student-conditioned-trace-construction-for-reasoning-distillat.html
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