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upvoted 20 papers about 2 months ago

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Paper • 2406.07394 • Published Jun 11, 2024 • 28

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21 • 63

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 106

ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

Paper • 2501.10132 • Published Jan 17 • 19

Multimodal LLMs Can Reason about Aesthetics in Zero-Shot

Paper • 2501.09012 • Published Jan 15 • 10

MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents

Paper • 2501.08828 • Published Jan 15 • 30

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 16 • 37

Learnings from Scaling Visual Tokenizers for Reconstruction and Generation

Paper • 2501.09755 • Published Jan 16 • 34

FAST: Efficient Action Tokenization for Vision-Language-Action Models

Paper • 2501.09747 • Published Jan 16 • 23

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

Paper • 2501.09751 • Published Jan 16 • 47

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Paper • 2501.09732 • Published Jan 16 • 70

O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning

Paper • 2501.06458 • Published Jan 11 • 29

Transformer^2: Self-adaptive LLMs

Paper • 2501.06252 • Published Jan 9 • 53

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 84

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 92

A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following

Paper • 2501.08187 • Published Jan 14 • 24

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 275

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction

Paper • 2501.06282 • Published Jan 10 • 48

OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints

Paper • 2501.03841 • Published Jan 7 • 52

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

Paper • 2501.06186 • Published Jan 10 • 61