Changho Shin

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upvoted a paper 5 months ago

FoundationalASSIST: An Educational Dataset for Foundational Knowledge Tracing and Pedagogical Grounding of LLMs

Paper • 2602.00070 • Published Jan 20 • 4

upvoted 3 papers 6 months ago

Test-Time Scaling Makes Overtraining Compute-Optimal

Paper • 2604.01411 • Published Apr 1 • 25

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Paper • 2603.24755 • Published Mar 25 • 29

RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioning

Paper • 2603.09160 • Published Mar 10 • 17

upvoted a paper 7 months ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published Feb 23 • 58

upvoted 2 papers over 1 year ago

R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training

Paper • 2505.00358 • Published May 1, 2025 • 26

Antidistillation Sampling

Paper • 2504.13146 • Published Apr 17, 2025 • 60

upvoted a paper about 2 years ago

Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction

Paper • 2407.03651 • Published Jul 4, 2024 • 17