The Reasoning-Creativity Trade-off: Toward Creativity-Driven Problem Solving Paper • 2601.00747 • Published 6 days ago • 17
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 10 days ago • 94
Coupled Variational Reinforcement Learning for Language Model General Reasoning Paper • 2512.12576 • Published 25 days ago • 2
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 245
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2, 2025 • 83
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks Paper • 2504.12764 • Published Apr 17, 2025 • 41
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations Paper • 2504.10481 • Published Apr 14, 2025 • 85
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models Paper • 2502.01142 • Published Feb 3, 2025 • 24
Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models Paper • 2501.01830 • Published Jan 3, 2025 • 17
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Paper • 2411.11504 • Published Nov 18, 2024 • 24
RAIN: Your Language Models Can Align Themselves without Finetuning Paper • 2309.07124 • Published Sep 13, 2023 • 3
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback Paper • 2309.00267 • Published Sep 1, 2023 • 52