The platform's language processing engine is equipped with a multimodal neural machine translation system, supporting real-time mutual translation in 12 languages, including Chinese and English. Technical tests show that its dialog response latency is controlled within 1.2 seconds, and its semantic understanding accuracy rate reaches 92.3%, both of which key indicators have exceeded the industry average. In the specific implementation, the system adopts the attention mechanism to optimize the algorithm, which can accurately capture the culture-specific expressions in the user input. For example, when a user inputs a French proverb, the AI not only translates it correctly into Chinese, but also generates an equivalent expression that matches the Chinese cultural context. In continuous dialog scenarios, the model maintains contextual associations across rounds through memory network technology, ensuring contextual consistency across more than 20 rounds of dialog. The multilingual capability expands the application boundaries of the platform, making it an ideal tool for cross-country team collaboration, language learning and other scenarios.
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