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upvoted a paper 5 days ago

QueST: Incentivizing LLMs to Generate Difficult Problems

Paper • 2510.17715 • Published 6 days ago • 30

upvoted a paper 12 days ago

Scaling Language-Centric Omnimodal Representation Learning

Paper • 2510.11693 • Published 13 days ago • 95

upvoted a paper 17 days ago

TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios

Paper • 2505.12891 • Published May 19 • 10

upvoted 2 papers about 1 month ago

MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources

Paper • 2509.21268 • Published Sep 25 • 100

GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning

Paper • 2509.17437 • Published Sep 22 • 17

upvoted a paper about 2 months ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2 • 83

upvoted a paper 3 months ago

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning

Paper • 2507.22607 • Published Jul 30 • 46

upvoted a collection 4 months ago

Lingshu MLLMs

Collection

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning • 4 items • Updated 18 days ago • 20

upvoted 2 papers 5 months ago

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Paper • 2506.09513 • Published Jun 11 • 98

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2 • 48

upvoted a collection 5 months ago

Lingshu MLX

Collection

Lingshu MLX conversions • 11 items • Updated Jul 18 • 4

upvoted 3 papers 5 months ago

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Paper • 2505.23604 • Published May 29 • 23

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8 • 113

Visual Planning: Let's Think Only with Images

Paper • 2505.11409 • Published May 16 • 56

upvoted a collection 5 months ago

Multimodal Reasoning

Collection

130 items • Updated about 8 hours ago • 33

upvoted a paper 6 months ago

Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations

Paper • 2504.13816 • Published Apr 18 • 18

upvoted a paper 8 months ago

FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving

Paper • 2502.20238 • Published Feb 27 • 24

upvoted an article 9 months ago

view article

Article

Process Reinforcement through Implicit Rewards

By and 1 other •

Jan 3

• 30

upvoted a paper 10 months ago

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87