Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13, 2025 • 100
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning Paper • 2509.17437 • Published Sep 22, 2025 • 17
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30, 2025 • 46
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization Paper • 2507.14683 • Published Jul 19, 2025 • 134
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning Paper • 2506.09513 • Published Jun 11, 2025 • 101
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8, 2025 • 113
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Paper • 2505.15045 • Published May 21, 2025 • 54
Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers Paper • 2503.00865 • Published Mar 2, 2025 • 64
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework Paper • 2411.06176 • Published Nov 9, 2024 • 45
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages Paper • 2407.19672 • Published Jul 29, 2024 • 57
