Abstract This study examines the potential of ChatGPT, notable for its skill in standard modern languages, in the context of ancient Chinese. We focus on two fundamental tasks: translating ancient Chinese into modern Chinese and identifying ancient Chinese names. We conduct experiments on Shi Shuo Xin Yu, which is a collection of anecdotes, short conversations, and pithy observations on personalities who lived in China between about 150 and 420 A.D. We also include other methods, like Baidu Yiyan (ERNIE-Bot) for ancient-to-modern translation, and SIKU-RoBERTa for ancient Chinese name recognition. The results reveal that ChatGPT’s performance in ancient Chinese remains in need of enhancement, but it excels in the task of ancient-to-modern translation with the provision of a few context sentences. For the ancient Chinese name recognition, ChatGPT can outperform SIKU-RoBERTa model in terms of precision, but suffers from low recall.
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