Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published 15 days ago • 78
Efficient Agents: Building Effective Agents While Reducing Cost Paper • 2508.02694 • Published 28 days ago • 81
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving Paper • 2507.23726 • Published 21 days ago • 108
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization Paper • 2507.06181 • Published Jul 8 • 41
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8 • 73
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Paper • 2401.13478 • Published Jan 24, 2024 • 3
PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents Paper • 2406.13923 • Published Jun 20, 2024 • 24
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Paper • 2506.12915 • Published Jun 15 • 21
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs Paper • 2504.15415 • Published Apr 21 • 22
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values Paper • 2504.05535 • Published Apr 7 • 45
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20 • 106
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 48
CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark Paper • 2401.11944 • Published Jan 22, 2024 • 28