Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published 2 days ago • 31
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 3 days ago • 28
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 3 days ago • 28
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published 2 days ago • 31
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 3 days ago • 28
EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents Paper • 2609.17632 • Published 15 days ago • 45
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published 23 days ago • 146
Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase Paper • 2608.29310 • Published Aug 29 • 29
Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Paper • 2608.07169 • Published Aug 7 • 51
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Paper • 2607.26497 • Published Jul 30 • 53
Environment-free Synthetic Data Generation for API-Calling Agents Paper • 2607.16900 • Published Jul 18 • 21
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration Paper • 2606.04743 • Published Jun 3 • 47
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources Paper • 2605.29250 • Published May 28 • 79
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources Paper • 2605.29250 • Published May 28 • 79
Self-Improving Language Models with Bidirectional Evolutionary Search Paper • 2605.28814 • Published May 27 • 63
Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents Paper • 2605.28775 • Published May 27 • 35
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning Paper • 2605.28774 • Published May 27 • 90