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upvoted a paper 1 day ago

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Paper • 2506.18841 • Published 3 days ago • 45

upvoted a paper 9 days ago

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published 10 days ago • 236

upvoted a paper 14 days ago

Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published 16 days ago • 90

upvoted 2 papers 16 days ago

Cartridges: Lightweight and general-purpose long context representations via self-study

Paper • 2506.06266 • Published 20 days ago • 5

Reinforcement Pre-Training

Paper • 2506.08007 • Published 17 days ago • 228

upvoted a paper 21 days ago

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published 27 days ago • 130

upvoted a paper 23 days ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published 24 days ago • 161

upvoted a paper 29 days ago

Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning

Paper • 2505.21067 • Published 30 days ago • 3

upvoted 2 papers 30 days ago

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions

Paper • 2505.19949 • Published about 1 month ago • 16

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

Paper • 2505.19914 • Published about 1 month ago • 42

upvoted 5 papers about 1 month ago

QwenLong-CPRS: Towards infty-LLMs with Dynamic Context Optimization

Paper • 2505.18092 • Published May 23 • 43

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 87

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Paper • 2505.11896 • Published May 17 • 57

Seed1.5-VL Technical Report

Paper • 2505.07062 • Published May 11 • 145

AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection

Paper • 2505.07293 • Published May 12 • 26

upvoted 2 papers about 2 months ago

Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset

Paper • 2412.02595 • Published Dec 3, 2024 • 5

NEMOTRON-CROSSTHINK: Scaling Self-Learning beyond Math Reasoning

Paper • 2504.13941 • Published Apr 15 • 11

upvoted 2 papers 2 months ago

A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis

Paper • 2504.12322 • Published Apr 11 • 28

Seedream 3.0 Technical Report

Paper • 2504.11346 • Published Apr 15 • 64

upvoted a paper 3 months ago

Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?

Paper • 2504.00509 • Published Apr 1 • 22