Competing Learning in Hybrid Architectures
Paper • 2610.26830 • Published • 9
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Competing Learning in Hybrid Architectures
AutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuning
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thunlp
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cyh2004
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hbx
authored 9
papers about 2 months ago
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
Paper • 2511.02734 • Published • 23
JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
Paper • 2512.16649 • Published • 34
CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning
Paper • 2602.02979 • Published • 1
Veri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning
Paper • 2510.01932 • Published
Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization
Paper • 2604.12290 • Published • 17
CubeBench: Diagnosing Interactive, Long-Horizon Spatial Reasoning Under Partial Observations
Paper • 2512.23328 • Published
MA-ProofBench: A Two-Tiered Evaluation of LLMs for Theorem Proving in Mathematical Analysis
Paper • 2606.13782 • Published • 2
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?
Paper • 2606.24530 • Published • 67
Weak-to-Strong Generalization via Direct On-Policy Distillation
Paper • 2607.05394 • Published • 144