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koalazf99 

authored a paper 6 days ago

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

Paper • 2506.14965 • Published 9 days ago • 42

lkevinzc 

authored a paper 29 days ago

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published 30 days ago • 26

lkevinzc 

authored a paper about 1 month ago

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19 • 35

SivilTaram 

authored a paper about 1 month ago

General-Reasoner: Advancing LLM Reasoning Across All Domains

Paper • 2505.14652 • Published May 20 • 22

dreamerdeo 

authored 4 papers 2 months ago

FlowReasoner: Reinforcing Query-Level Meta-Agents

Paper • 2504.15257 • Published Apr 21 • 46

NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation

Paper • 2504.13055 • Published Apr 17 • 19

SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types

Paper • 2412.11757 • Published Dec 16, 2024

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13

Zenithwang 

authored a paper 3 months ago

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7 • 44

koalazf99 

authored a paper 3 months ago

MegaMath: Pushing the Limits of Open Math Corpora

Paper • 2504.02807 • Published Apr 3 • 31

lkevinzc 

authored a paper 3 months ago

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26 • 52

Cameron-Chen 

authored a paper 3 months ago

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26 • 52

SivilTaram 

authored 7 papers 3 months ago

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Paper • 2411.07763 • Published Nov 12, 2024 • 2

When Attention Sink Emerges in Language Models: An Empirical View

Paper • 2410.10781 • Published Oct 14, 2024

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Paper • 2502.12982 • Published Feb 18 • 18

Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2 • 57

Scaling up Masked Diffusion Models on Text

Paper • 2410.18514 • Published Oct 24, 2024

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Paper • 2503.18892 • Published Mar 24 • 31

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Paper • 2503.15450 • Published Mar 19 • 11

lkevinzc 

authored a paper 4 months ago

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Paper • 2502.12982 • Published Feb 18 • 18