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Kang-Sin Choi

Papers on Lattice

1

Total citations

0

Topics

3

Research focus

Data Curation & Synthetic Data (1)Reasoning & Chain-of-Thought (1)Training Efficiency & Optimization (1)

Frequent co-authors

Kanghyun Choi (1)

Papers (1)

Apr 2, 2026

Apr 2, 2026·also Yonsei

Learn by Surprise, Commit by Proof

Forget rote memorization: this self-gated training method teaches models to actually *learn* new information by focusing on what surprises them most.

Kanghyun Choi, Kang-Sin Choi

Data Curation & Synthetic Data Reasoning & Chain-of-Thought Training Efficiency & Optimization