Reasoning - Chain-of-Thought
updated
Evolving Deeper LLM Thinking
Paper
• 2501.09891
• Published • 115
Reasoning Language Models: A Blueprint
Paper
• 2501.11223
• Published • 33
Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs)
More Self-Confident Even When They Are Wrong
Paper
• 2501.09775
• Published • 32
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Paper
• 2501.09686
• Published • 41
Chain of Draft: Thinking Faster by Writing Less
Paper
• 2502.18600
• Published • 50
Efficient Test-Time Scaling via Self-Calibration
Paper
• 2503.00031
• Published • 15
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive
Cognitive-Inspired Sketching
Paper
• 2503.05179
• Published • 46
Stop Overthinking: A Survey on Efficient Reasoning for Large Language
Models
Paper
• 2503.16419
• Published • 77
Efficient Inference for Large Reasoning Models: A Survey
Paper
• 2503.23077
• Published • 46
Scalable Chain of Thoughts via Elastic Reasoning
Paper
• 2505.05315
• Published • 26
AdaptThink: Reasoning Models Can Learn When to Think
Paper
• 2505.13417
• Published • 83
Thinkless: LLM Learns When to Think
Paper
• 2505.13379
• Published • 50