Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations Paper • 2505.10937 • Published May 16, 2025 • 1
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning Paper • 2506.12860 • Published Jun 15, 2025 • 18
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching Paper • 2503.05179 • Published Mar 7, 2025 • 46
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation Paper • 2505.18759 • Published May 24, 2025 • 14