Auto ML Translate幕后的故事

AutoML Translate幕后的故事(来源于Google高级技术项目经理Bombassei)

简而言之,AutoML是“一种创建自定义模型的方法,而无需编写实际的代码”。例如,对于AutoML Translate,用户可以使用域内数据训练Google的通用NMT引擎,以便根据其用例进行自定义。


用户通过图形界面提供数据,不需要编码或命令行。在将数据上传到云端之后,训练需大约三个小时,具体取决于其复杂性,之后训练有素的模型便可以执行自定义翻译。 翻译实际上会使用你上传的词条、术语、字典,

AutoML适用于转移学习(transfer learning)和神经架构搜索(neural architecture search)。转移学习是一种使用机器学习模型作为培训的基础方法。








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