Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13, 2025 • 100
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth Paper • 2509.03867 • Published Sep 4, 2025 • 210
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning Paper • 2506.09513 • Published Jun 11, 2025 • 101
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30, 2025 • 46
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8, 2025 • 113
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts Paper • 2504.21117 • Published Apr 29, 2025 • 26
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Paper • 2504.13816 • Published Apr 18, 2025 • 18
MMTEB: Massive Multilingual Text Embedding Benchmark Paper • 2502.13595 • Published Feb 19, 2025 • 43
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values Paper • 2504.05535 • Published Apr 7, 2025 • 44
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20, 2025 • 106
LongEval: A Comprehensive Analysis of Long-Text Generation Through a Plan-based Paradigm Paper • 2502.19103 • Published Feb 26, 2025 • 3