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upvoted a paper 3 days ago

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

Paper • 2506.18841 • Published 3 days ago • 47

upvoted a paper 22 days ago

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models

Paper • 2506.04180 • Published 22 days ago • 32

upvoted 3 papers 3 months ago

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

Paper • 2503.14476 • Published Mar 18 • 132

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published Mar 13 • 29

Shifting Long-Context LLMs Research from Input to Output

Paper • 2503.04723 • Published Mar 6 • 22

upvoted 9 papers 4 months ago

Referring to Any Person

Paper • 2503.08507 • Published Mar 11 • 7

^RFLAV: Rolling Flow matching for infinite Audio Video generation

Paper • 2503.08307 • Published Mar 11 • 9

REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding

Paper • 2503.07413 • Published Mar 10 • 2

What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization

Paper • 2503.06698 • Published Mar 9 • 4

NeuGrasp: Generalizable Neural Surface Reconstruction with Background Priors for Material-Agnostic Object Grasp Detection

Paper • 2503.03511 • Published Mar 5 • 2

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation

Paper • 2503.06594 • Published Mar 9 • 5

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

Paper • 2502.14834 • Published Feb 20 • 24

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16 • 160

LongGenBench: Long-context Generation Benchmark

Paper • 2410.04199 • Published Oct 5, 2024 • 22

upvoted a paper 5 months ago

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 295

upvoted 4 papers 6 months ago

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

Paper • 2501.04519 • Published Jan 8 • 280

REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models

Paper • 2501.03262 • Published Jan 4 • 100

Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 38

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Paper • 2412.15204 • Published Dec 19, 2024 • 38

upvoted a paper 7 months ago

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 49