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Causal-Discovery Performance of ChatGPT in the context of Neuropathic Pain Diagnosis

2023-01-24 19:23:38
Ruibo Tu, Chao Ma, Cheng Zhang
arXiv_CL
         
Abstract

ChatGPT has demonstrated exceptional proficiency in natural language conversation, e.g., it can answer a wide range of questions while no previous large language models can. Thus, we would like to push its limit and explore its ability to answer causal discovery questions by using a medical benchmark (Tu et al. 2019) in causal discovery.

Abstract (translated)

ChatGPT 在自然语言对话方面表现出卓越的能力,例如,它可以回答许多问题,而以往的大型语言模型都不能。因此,我们希望探索其极限,通过使用医学基准(Tu et al. 2019)在因果关系发现方面回答因果关系发现问题。

URL

https://arxiv.org/abs/2301.13819

PDF

https://arxiv.org/pdf/2301.13819.pdf

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