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upvoted a paper 20 days ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published 22 days ago • 46

upvoted a paper 27 days ago

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published 28 days ago • 126

upvoted a paper 2 months ago

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published Nov 25, 2025 • 185

upvoted a paper 3 months ago

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published Nov 20, 2025 • 93

upvoted 2 papers 7 months ago

MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization

Paper • 2507.14683 • Published Jul 19, 2025 • 134

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Paper • 2507.10532 • Published Jul 14, 2025 • 90

upvoted a paper 10 months ago

100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models

Paper • 2505.00551 • Published May 1, 2025 • 36