Exploring The Capabilities Of Chatgpt In Ancient Chinese Translation And Person Name Recognition

Si Shijing, Zhou Siqing, Tang Le, Cheng Xiaoqing, Zhang Yugui. Arxiv 2023

[Paper]    
GPT Model Architecture

ChatGPT’s proficiency in handling modern standard languages suggests potential for its use in understanding ancient Chinese. This paper explores ChatGPT’s capabilities on ancient Chinese via two tasks: translating ancient Chinese to modern Chinese and recognizing ancient Chinese names. A comparison of ChatGPT’s output with human translations serves to evaluate its comprehension of ancient Chinese. The findings indicate that: (1.)the proficiency of ancient Chinese by ChatGPT is yet to reach a satisfactory level; (2.) ChatGPT performs the best on ancient-to-modern translation when feeding with three context sentences. To help reproduce our work, we display the python code snippets used in this study.

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