LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published 5 days ago • 101
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Paper • 2510.16872 • Published 7 days ago • 83
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper • 2510.15444 • Published 10 days ago • 137
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA Paper • 2510.04849 • Published 20 days ago • 108
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published 13 days ago • 165
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Paper • 2510.04618 • Published 21 days ago • 105
Cache-to-Cache: Direct Semantic Communication Between Large Language Models Paper • 2510.03215 • Published 23 days ago • 92
Paper2Video: Automatic Video Generation from Scientific Papers Paper • 2510.05096 • Published 20 days ago • 106
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation Paper • 2510.00515 • Published 26 days ago • 39
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published 27 days ago • 133
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use Paper • 2509.24002 • Published 28 days ago • 166
LongLive: Real-time Interactive Long Video Generation Paper • 2509.22622 • Published about 1 month ago • 176
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models Paper • 2509.19803 • Published Sep 24 • 117
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines Paper • 2509.21320 • Published Sep 25 • 99
Baseer: A Vision-Language Model for Arabic Document-to-Markdown OCR Paper • 2509.18174 • Published Sep 17 • 124
RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation Paper • 2509.16198 • Published Sep 19 • 126