tran minh thang

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upvoted 5 papers 2 days ago

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6, 2025 • 189

Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models

Paper • 2503.04813 • Published Mar 4, 2025 • 2

Language Self-Play For Data-Free Training

Paper • 2509.07414 • Published Sep 9, 2025 • 30

Dr. Zero: Self-Evolving Search Agents without Training Data

Paper • 2601.07055 • Published 11 days ago • 19

Universal Reasoning Model

Paper • 2512.14693 • Published Dec 16, 2025 • 43

upvoted 2 papers 15 days ago

Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners

Paper • 2601.02996 • Published 16 days ago • 5

GARDO: Reinforcing Diffusion Models without Reward Hacking

Paper • 2512.24138 • Published 23 days ago • 29

upvoted 5 papers 18 days ago

DiRL: An Efficient Post-Training Framework for Diffusion Language Models

Paper • 2512.22234 • Published about 1 month ago • 20

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published 22 days ago • 275

On the Role of Discreteness in Diffusion LLMs

Paper • 2512.22630 • Published 26 days ago • 18

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published 23 days ago • 59

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published 23 days ago • 50

upvoted 3 papers 27 days ago

Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published about 1 month ago • 61

Latent Implicit Visual Reasoning

Paper • 2512.21218 • Published 29 days ago • 69

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published about 1 month ago • 16

upvoted 3 papers 30 days ago

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 80

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published Nov 27, 2025 • 89

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 211

upvoted 2 papers about 1 month ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 77

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 253