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https://2024.aclweb.org/program/main_conference_papers/ Accepted Main Conference PapersACL 2024 Accepted Main Conference Papers2024.aclweb.orgACL논문은 여기서 확인 가능합니다.https://aclanthology.org/2024.acl-long.382/ Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich ReasoningHanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He. Proceedings of the 62nd Annual Meeting of the Association..

https://arxiv.org/abs/2405.06682 Self-Reflection in LLM Agents: Effects on Problem-Solving PerformanceIn this study, we investigated the effects of self-reflection in large language models (LLMs) on problem-solving performance. We instructed nine popular LLMs to answer a series of multiple-choice questions to provide a performance baseline. For each incorrarxiv.org CoT는 LLM의 성능을 크게 올리지만 논리, 수학적,..

https://arxiv.org/abs/2310.06271 Towards Mitigating Hallucination in Large Language Models via Self-ReflectionLarge language models (LLMs) have shown promise for generative and knowledge-intensive tasks including question-answering (QA) tasks. However, the practical deployment still faces challenges, notably the issue of "hallucination", where models generate plauarxiv.org 그럴듯하게 들리지만 사실이 아니거나 터무..