Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models Paper • 2604.16593 • Published 5 days ago • 3
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published Dec 8, 2025 • 79
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling Paper • 2506.08672 • Published Jun 10, 2025 • 30