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A Study on the Representativeness Heuristics Problem in Large Language Models

Large language models (LLMs) exhibit remarkable proficiency in text generation. However, their logical reasoning capabilities require enhancement. Major strides have been achieved in reasoning techniques for LLM, such as Few-shot, Zero-shot, and Chain-of-Thought (CoT). Nevertheless, these techniques...

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Autors principals: Jongwon Ryu, Jungeun Kim, Junyeong Kim
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2024-01-01
Col·lecció:IEEE Access
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Accés en línia:https://ieeexplore.ieee.org/document/10706240/
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