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upvoted a paper 1 day ago

Inference-Time Scaling for Generalist Reward Modeling

Paper • 2504.02495 • Published 5 days ago • 42

upvoted a collection 6 days ago

BGE

Collection

23 items • Updated Feb 13 • 104

upvoted a paper 17 days ago

Why Do Multi-Agent LLM Systems Fail?

Paper • 2503.13657 • Published 22 days ago • 42

upvoted a paper 21 days ago

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 105

upvoted 2 papers about 2 months ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 100

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement

Paper • 2412.12881 • Published Dec 17, 2024 • 2

upvoted 14 papers 3 months ago

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

Paper • 2501.04519 • Published Jan 8 • 275

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

Paper • 2501.06186 • Published Jan 10 • 66

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published Jan 10 • 72

Enabling Scalable Oversight via Self-Evolving Critic

Paper • 2501.05727 • Published Jan 10 • 75

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 284

LLM4SR: A Survey on Large Language Models for Scientific Research

Paper • 2501.04306 • Published Jan 8 • 37

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

Paper • 2501.04686 • Published Jan 8 • 54

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9 • 102

Virgo: A Preliminary Exploration on Reproducing o1-like MLLM

Paper • 2501.01904 • Published Jan 3 • 34

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

Paper • 2412.21187 • Published Dec 30, 2024 • 42

ProgCo: Program Helps Self-Correction of Large Language Models

Paper • 2501.01264 • Published Jan 2 • 27

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 55

YuLan-Mini: An Open Data-efficient Language Model

Paper • 2412.17743 • Published Dec 23, 2024 • 67

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 44