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upvoted 4 papers 6 days ago

Reasoning Models Can Be Effective Without Thinking

Paper • 2504.09858 • Published 10 days ago • 10

A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

Paper • 2504.11343 • Published 9 days ago • 14

DataDecide: How to Predict Best Pretraining Data with Small Experiments

Paper • 2504.11393 • Published 9 days ago • 16

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published 10 days ago • 84

upvoted a paper 16 days ago

VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks

Paper • 2504.05118 • Published 17 days ago • 25

upvoted a paper 17 days ago

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

Paper • 2504.00891 • Published 23 days ago • 12

upvoted 2 papers 22 days ago

Multi-Token Attention

Paper • 2504.00927 • Published 23 days ago • 46

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published 25 days ago • 60

upvoted a paper 23 days ago

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

Paper • 2503.24290 • Published 24 days ago • 62

upvoted a paper 24 days ago

General Reasoning Requires Learning to Reason from the Get-go

Paper • 2502.19402 • Published Feb 26 • 5

upvoted 2 papers 30 days ago

SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Paper • 2410.13276 • Published Oct 17, 2024 • 30

Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published Mar 21 • 36

upvoted 8 papers about 1 month ago

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

Paper • 2503.15242 • Published Mar 19 • 9

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

Paper • 2503.16219 • Published Mar 20 • 47

RWKV-7 "Goose" with Expressive Dynamic State Evolution

Paper • 2503.14456 • Published Mar 18 • 143

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published Mar 11 • 14

Shifting Long-Context LLMs Research from Input to Output

Paper • 2503.04723 • Published Mar 6 • 22

Transformers without Normalization

Paper • 2503.10622 • Published Mar 13 • 160

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

Paper • 2503.07572 • Published Mar 10 • 43

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

Paper • 2503.07536 • Published Mar 10 • 85