Volcano Translator, as an AI translation platform under ByteDance, has core technical advantages that are mainly reflected in three aspects:
- Tens of billions of data training: Relying on the massive multilingual corpus of ByteDance's globalized products (including applications such as TikTok), the model training data covers multiple scenarios such as news, social networking, film and television, and significantly improves the translation's ability to adapt to the context.
- natural language processing (NLP) technologyAdopting Neural Machine Translation (NMT) and Transformer architecture to capture long-distance semantic dependencies through the attention mechanism, so as to make the translation more in line with the target language's expression habits.
- multimodal fusion: Integrate text, speech, and image recognition technologies to realize cross-modal translation capabilities such as image text extraction and speech transcription, with outstanding performance in complex scenes such as video translation
Actual tests show that its translation accuracy in specialized fields is 8-12% higher than mainstream translation tools on average, especially when dealing with culturally loaded words such as Chinese idioms and proverbs.
This answer comes from the articleVolcano Translator: an online tool that supports multi-language real-time translationThe
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