Self-Improving Multilingual Long Reasoning via Translation-Reasoning Integrated Training Paper • 2602.05940 • Published 5 days ago • 17
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19, 2025 • 118
How does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective Paper • 2505.21505 • Published May 27, 2025 • 18
How does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective Paper • 2505.21505 • Published May 27, 2025 • 18
How does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective Paper • 2505.21505 • Published May 27, 2025 • 18 • 2
PATS: Process-Level Adaptive Thinking Mode Switching Paper • 2505.19250 • Published May 25, 2025 • 46
PATS: Process-Level Adaptive Thinking Mode Switching Paper • 2505.19250 • Published May 25, 2025 • 46
EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling Paper • 2403.14541 • Published Mar 21, 2024
Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary? Paper • 2405.13816 • Published May 22, 2024
Running 88 Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks 📝 88 Evaluate multilingual models using FineTasks