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commented 2 papers 1 day ago

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

Paper • 2509.03646 • Published Sep 3, 2025 • 32 •

3

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published 5 days ago • 199 •

6

commented a paper 2 months ago

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 501 •

42

commented a paper 3 months ago

DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 291 •

7

commented a paper 4 months ago

Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 46 •

4

commented a paper 6 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 263 •

50

commented a paper 8 months ago

PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding

Paper • 2504.13180 • Published Apr 17, 2025 • 19 •

4

commented 3 papers 10 months ago

DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18, 2025 • 144 •

6

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6, 2025 • 113 •

6

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published Feb 25, 2025 • 75 •

5

commented 3 papers 11 months ago

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 124 •

9

LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12, 2025 • 29 •

5

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31, 2025 • 124 •

11

commented 2 papers 12 months ago

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 433 •

8

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

Paper • 2501.04519 • Published Jan 8, 2025 • 287 •

44

commented 5 papers about 1 year ago

Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 108 •

8

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 92 •

7

Hymba: A Hybrid-head Architecture for Small Language Models

Paper • 2411.13676 • Published Nov 20, 2024 • 46 •

3

LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models

Paper • 2411.09595 • Published Nov 14, 2024 • 77 •

4

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

Paper • 2410.23168 • Published Oct 30, 2024 • 24 •

5