Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published 3 days ago • 91
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published 21 days ago • 99
GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning Paper • 2509.17437 • Published 25 days ago • 17
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30 • 46
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning Paper • 2506.09513 • Published Jun 11 • 98
MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction Paper • 2305.18969 • Published May 30, 2023
Parameter-Efficient Conversational Recommender System as a Language Processing Task Paper • 2401.14194 • Published Jan 25, 2024
MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models Paper • 2406.13975 • Published Jun 20, 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Paper • 2407.02883 • Published Jul 3, 2024 • 1
FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving Paper • 2502.20238 • Published Feb 27 • 24
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Paper • 2504.13816 • Published Apr 18 • 18
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8 • 113