Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published 6 days ago • 71
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24 • 80
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1 • 79
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following Paper • 2506.12285 • Published Jun 14 • 53
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models Paper • 2505.02735 • Published May 5 • 34
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts Paper • 2504.21117 • Published Apr 29 • 26
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 • 44