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dreamerdeo 

authored 2 papers about 1 month ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5 • 125

Training Optimal Large Diffusion Language Models

Paper • 2510.03280 • Published Sep 28

phyang 

authored 2 papers about 1 month ago

LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification

Paper • 2502.17421 • Published Feb 24

AutoMAT: A Hierarchical Framework for Autonomous Alloy Discovery

Paper • 2507.16005 • Published Jul 21

SivilTaram 

authored a paper about 2 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5 • 125

Cameron-Chen 

authored a paper 3 months ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1 • 89

lkevinzc 

authored 6 papers 3 months ago

EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine

Paper • 2206.10558 • Published Jun 21, 2022 • 2

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2 • 52

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26 • 70

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26 • 69

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1 • 89

SivilTaram 

authored a paper 4 months ago

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

Paper • 2509.02479 • Published Sep 2 • 83

SivilTaram 

authored 2 papers 5 months ago

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published Jul 16 • 42

First Return, Entropy-Eliciting Explore

Paper • 2507.07017 • Published Jul 9 • 23

SivilTaram 

authored a paper 6 months ago

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Paper • 2507.01004 • Published Jul 1 • 10

lkevinzc 

authored a paper 6 months ago

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published Jun 30 • 50

koalazf99 

authored 2 papers 6 months ago

OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling

Paper • 2506.20512 • Published Jun 25 • 48

Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective

Paper • 2506.14965 • Published Jun 17 • 49

lkevinzc 

authored a paper 7 months ago

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27 • 26