Google Translate adds live translation and language learning

The accuracy of single-word predictions has not been measured for any language. Google Translate makes statistical guesses that raise the likelihood of producing the most frequent sense of a word, with the consequence that an accurate translation will be unobtainable in cases that do not match the majority or plurality corpus occurrence. Most common English words have at least two senses, which produces 50/50 odds in the likely case that the target language uses different words for those different senses. When used as a dictionary to translate single words, Google Translate is highly inaccurate because it must guess between polysemic words.

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How to translate text and speech

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In May 2025, users across the web found that if a Traditional Chinese phrase entered in the French section is translated to Traditional Chinese, Google Translate will provide strange translations. In 2024, a record of 110 languages including Cantonese, Tok Pisin and some regional languages in Russia including Bashkir, Chechen, Ossetian and Crimean Tatar were added. No measurement results have been provided by Google researchers for GNMT from English to other languages, other languages to English, or between language pairs that do not include English. It uses deep learning techniques to translate whole sentences at a time, which has been measured to be more accurate between English and French, German, Spanish, and Chinese.