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What are the challenges in machine - translating Chinese novels?

2024-11-06 23:04
2024-11-07 03:27

Another challenge is the variety of writing styles in Chinese novels. There are classical, modern, and even some very experimental writing styles. Machine translation algorithms are often trained on general language data, so they may struggle to adapt to the unique language use in different types of Chinese novels. For example, a highly poetic and metaphor - rich modern Chinese novel may be translated in a very literal and dry way by machines.

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One challenge is the cultural elements. Chinese novels are full of cultural references like historical events, traditional festivals, and Confucian values. These are difficult for machines to fully understand and translate accurately. For instance, a reference to a specific Chinese dynasty may not be translated in a way that conveys the same significance in another language.

The language complexity is a big issue. Chinese has a large number of characters and complex grammar structures. Idioms and proverbs in Chinese novels are hard to translate directly. For example, the idiom '画蛇添足' (draw a snake and add feet), which means to do something superfluous. Machine translation may not be able to convey this idiomatic meaning properly.

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