How Dailymotion transfers the knowledge from an English/French textual model to new languages

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Dailymotion is a video platform hosting hundreds of millions of videos in more than 20 languages which are watched every day by millions of users. One of our main priorities is to provide the most suitable content to our users. This can be done only through a precise categorization of our videos no matter the language.

A year ago, Dailymotion presented how to predict the main categories of a video based on its textual metadata with sparse inputs in Tensorflow Keras. The results provided by using our Granular Topics generator for English and French videos encouraged us to investigate how to expand such results to other languages. …

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Samuel Leonardo Gracio

Machine Learning Engineer at Dailymotion

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