From Vision to Language: Semi-supervised Learning in Action…at Scale

Posted by Thang Luong, Staff Research Scientist, Google Research and Jingcao Hu, Senior Staff Software Engineer, Google Search Supervised learning, the machine learning task of training predictive models using data points with known outcomes (i.e., labeled data), is generally the preferred approach in industry because of its simplicity. However, supervised learning requires accurately labeled data, the collection of which is often labor intensive. In addition, as model efficiency improves with b...

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