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Generative AI for Research

Tanslation

Translation Tools

Chatbots based on Large Language Models, such as ChatGPT and Claude, have become powerful tools for performing translation tasks. Other AI-powered translation tools have also gained popularity due to their effectiveness and exceptional proficiency.

Challenges and Limitations

  • Mistranslation: mistranslation often happens when you have misspelled words, colloquial expressions, ambiguous terms, or multilingual phrases in your input.
  • Inaccuracy: AI-powered translation tools are unable to accurately translate content from specialized areas that they have never been sufficiently trained in. They may have difficulty in capturing the rich linguistic or cultural nuances of creative works such as poetry to produce the best results.
  • Linguistic bias: the coverage of Large Language Models exhibits a notable disparity across various languages. They tend to excel in languages that are widely used and rich in online content, such as English, Chinese, and Spanish. They may not perform well in many languages with smaller speaker populations or less online content.

Suggestion

It's best to err on the side of caution, always check the results, and use AI-powered translation tools as an aid to your own translation work rather than relied on them exclusively.