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upvoted a paper 1 day ago

Beyond Imitation: Filtering On-Policy Distillation by Reasoning Progress

Paper • 2608.19408 • Published 7 days ago • 8

upvoted a paper 7 months ago

Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning

Paper • 2601.07641 • Published Jan 12 • 48

upvoted 2 papers 9 months ago

Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks

Paper • 2511.15065 • Published Nov 19, 2025 • 78

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 135

upvoted a paper 10 months ago

RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging

Paper • 2510.20479 • Published Oct 23, 2025 • 12

upvoted a paper 12 months ago

DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Paper • 2509.01396 • Published Sep 1, 2025 • 59