SWE-Review: Closing the Loop on Issue Resolution with Agentic Code Review Paper • 2607.06065 • Published Jul 7 • 10
Lego-RL Collection Harness-native RL for coding agents: the trained policy and the training task index. • 3 items • Updated 1 day ago • 10
LEGO-RL: Harness-Native Reinforcement Learning for Coding Agents Paper • 2608.17393 • Published 4 days ago • 22
What Makes Interaction Trajectories Effective for Training Terminal Agents? Paper • 2606.03461 • Published Jun 2 • 3
SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving Paper • 2601.01426 • Published Jan 4 • 25
Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation Paper • 2604.10098 • Published Apr 11 • 82
Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics Paper • 2601.14027 • Published Jan 20 • 15
MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents Paper • 2601.12346 • Published Jan 18 • 52
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published Jan 20 • 49
UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers Paper • 2301.13741 • Published Jan 31, 2023 • 1
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models Paper • 2404.02657 • Published Apr 3, 2024 • 2
LongEmotion: Measuring Emotional Intelligence of Large Language Models in Long-Context Interaction Paper • 2509.07403 • Published Sep 9, 2025 • 35
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2, 2025 • 48
PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Paper • 2505.15929 • Published May 21, 2025 • 49