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upvoted a paper 2 days ago

SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting

Paper • 2604.10688 • Published 4 days ago • 6

upvoted a paper 29 days ago

TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas

Paper • 2603.16448 • Published 30 days ago • 58

upvoted a paper 4 months ago

Step-DeepResearch Technical Report

Paper • 2512.20491 • Published Dec 23, 2025 • 87

upvoted a paper 11 months ago

When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning

Paper • 2505.15400 • Published May 21, 2025 • 23