Digitization of Ancient Books: Can AI Translate Classical Chinese into Modern or Foreign Languages?
“Classical Chinese is succinct, characterized by polysemy and an absence of punctuation, resulting in traditional machine translation frequently producing contextually inappropriate interpretations.”
Root Cause Analysis
Sentence Segmentation and Semantic Parsing
The preprocessing module of Shangyi AI possesses automated punctuation (sentence segmentation) capabilities. Prior to translation, it segments unpunctuated Classical Chinese texts in accordance with syntactic logic—a fundamental prerequisite for accurate semantic comprehension.
Allusion and Metaphor Recognition.
The model has been trained on a vast corpus of historical texts (such as the Twenty-Four Histories), allowing it to recognize commonly used allusions (e.g., ‘汗牛充栋’). During translation, it conveys the intended meaning in the target language rather than a literal translation (for example, avoiding a rendering such as 'sweaty cows').
Dual-layer Output Mode.
For academic research, we support parallel output in the format 'Classical Chinese -> Modern Chinese -> English.'This assists scholars in verifying the AI’s process of understanding ancient texts, thereby ensuring scholarly rigor.
Final Solution Summary
In this way, the wisdom from millennia ago can transcend time and space to be comprehended by the modern world.