Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Paper
• 2405.06682 • Published
• 3
self-reflection papers
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Self-Refine: Iterative Refinement with Self-Feedback
Paper • 2303.17651 • Published • 2 -
Rethinking Chain-of-Thought from the Perspective of Self-Training
Paper • 2412.10827 • Published -
Reflexion: Language Agents with Verbal Reinforcement Learning
Paper • 2303.11366 • Published • 5 -
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction
Paper • 2503.00902 • Published -
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs
Paper • 2503.17439 • Published • 15 -
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges
Paper • 2502.01612 • Published • 2 -
Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 140 -
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
Paper • 2407.18219 • Published • 3 -
MyGO Multiplex CoT: A Method for Self-Reflection in Large Language Models via Double Chain of Thought Thinking
Paper • 2501.13117 • Published