How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published 6 days ago • 50
UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist Paper • 2511.08521 • Published 26 days ago • 37
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13 • 28
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Paper • 2510.10395 • Published Oct 12 • 29
UniVideo: Unified Understanding, Generation, and Editing for Videos Paper • 2510.08377 • Published Oct 9 • 70
Kling-Avatar: Grounding Multimodal Instructions for Cascaded Long-Duration Avatar Animation Synthesis Paper • 2509.09595 • Published Sep 11 • 48
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization Paper • 2507.06181 • Published Jul 8 • 43
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following Paper • 2506.12285 • Published Jun 14 • 53
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values Paper • 2504.05535 • Published Apr 7 • 44
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Paper • 2502.19361 • Published Feb 26 • 28
CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models Paper • 2502.16614 • Published Feb 23 • 27
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20 • 104
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Paper • 2501.09686 • Published Jan 16 • 41
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published Dec 16, 2024 • 58