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upvoted 3 papers 22 days ago

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 254

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

Paper • 2501.06186 • Published 30 days ago • 60

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published about 1 month ago • 67

upvoted 2 papers 24 days ago

Enabling Scalable Oversight via Self-Evolving Critic

Paper • 2501.05727 • Published about 1 month ago • 70

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published 26 days ago • 273

upvoted 2 papers 25 days ago

LLM4SR: A Survey on Large Language Models for Scientific Research

Paper • 2501.04306 • Published Jan 8 • 33

URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics

Paper • 2501.04686 • Published Jan 8 • 50

upvoted 6 papers about 1 month ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published about 1 month ago • 92

Virgo: A Preliminary Exploration on Reproducing o1-like MLLM

Paper • 2501.01904 • Published Jan 3 • 31

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Paper • 2412.21187 • Published Dec 30, 2024 • 37

ProgCo: Program Helps Self-Correction of Large Language Models

Paper • 2501.01264 • Published Jan 2 • 25

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 53

YuLan-Mini: An Open Data-efficient Language Model

Paper • 2412.17743 • Published Dec 23, 2024 • 64

upvoted 3 papers about 2 months ago

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 43

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 46

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published Dec 19, 2024 • 73

upvoted a collection about 2 months ago

VisionLM

Collection

657 items • Updated 4 days ago • 40

upvoted 3 papers about 2 months ago

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 345

Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 32

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Paper • 2305.11738 • Published May 19, 2023 • 8