What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT Paper • 2509.19284 • Published 4 days ago • 19
SWE-QA: Can Language Models Answer Repository-level Code Questions? Paper • 2509.14635 • Published 9 days ago • 33
MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe Paper • 2509.18154 • Published 11 days ago • 44
Mixture of Thoughts: Learning to Aggregate What Experts Think, Not Just What They Say Paper • 2509.21164 • Published 2 days ago • 3
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory Paper • 2509.14662 • Published 9 days ago • 10
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models Paper • 2509.19803 • Published 3 days ago • 105
Metacognitive Reuse: Turning Recurring LLM Reasoning Into Concise Behaviors Paper • 2509.13237 • Published 11 days ago • 2
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters Paper • 2405.17604 • Published May 27, 2024 • 3
Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning Paper • 2509.13351 • Published 14 days ago • 3
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks? Paper • 2509.16941 • Published 6 days ago • 19
Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality Paper • 2509.10402 • Published 15 days ago • 4
Agentic Software Engineering: Foundational Pillars and a Research Roadmap Paper • 2509.06216 • Published 20 days ago • 7