Reasoning Papers Overview
서베이 상세 분석: _survey-overview
Key Themes
- Chain-of-Thought: CoT Prompting
- Structured Reasoning: Tree of Thoughts, Graph of Thoughts
- Faithful Reasoning: Faithfulness Measurement, Unfaithful CoT, Reasoning Theater
- RL for Reasoning: DeepSeek-R1, Logic-RL
- Latent Reasoning: Latent Space Reasoning, Hidden Computation
Cross-Domain Connections
- RL: Reinforcement Learning - RLHF, PPO를 통한 추론 능력 향상
- Self-Consciousness: Self-Consciousness - 추론의 자기인식과 faithfulness
- Self-Evolving: Self-Evolving - 추론 능력의 자기진화 (R-Zero)
- LLMs: LLM Papers - 추론 능력의 기반 모델
- Statistics: 통계 - 추론 성능 평가 방법론
- DS Lab: SC-TOM Project - ToM/메타인지 추론 실험