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upvoted 2 papers 10 days ago

VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks

Paper • 2504.05118 • Published 11 days ago • 24

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

Paper • 2504.00891 • Published 17 days ago • 12

upvoted 2 papers 15 days ago

Multi-Token Attention

Paper • 2504.00927 • Published 16 days ago • 43

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published 18 days ago • 58

upvoted a paper 16 days ago

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Paper • 2503.24290 • Published 17 days ago • 61

upvoted a paper 17 days ago

General Reasoning Requires Learning to Reason from the Get-go

Paper • 2502.19402 • Published Feb 26 • 5

upvoted 2 papers 23 days ago

SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Paper • 2410.13276 • Published Oct 17, 2024 • 29

Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published 28 days ago • 35

upvoted 2 papers 27 days ago

BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?

Paper • 2503.15242 • Published 30 days ago • 9

Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't

Paper • 2503.16219 • Published 29 days ago • 46

upvoted a paper 29 days ago

RWKV-7 "Goose" with Expressive Dynamic State Evolution

Paper • 2503.14456 • Published about 1 month ago • 138

upvoted 9 papers about 1 month ago

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published Mar 11 • 13

Shifting Long-Context LLMs Research from Input to Output

Paper • 2503.04723 • Published Mar 6 • 20

Transformers without Normalization

Paper • 2503.10622 • Published Mar 13 • 155

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published Mar 10 • 41

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Paper • 2503.07536 • Published Mar 10 • 84

DiffCLIP: Differential Attention Meets CLIP

Paper • 2503.06626 • Published Mar 9 • 4

Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts

Paper • 2503.05447 • Published Mar 7 • 7

Forgetting Transformer: Softmax Attention with a Forget Gate

Paper • 2503.02130 • Published Mar 3 • 29

RePO: ReLU-based Preference Optimization

Paper • 2503.07426 • Published Mar 10 • 1