> Our recent advances in natural language processing (NLP) and computer vision (CV) show how work in content understanding is producing benefits. In NLP, we’ve developed a shared multilingual embedding space that can act as a sort of lingua franca to help take action on harmful content even in low-resource languages. In CV, we’ve built on our industry-leading research to identify content in more parts of an image and achieve record-setting accuracy using hashtags for video understanding.

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Post: https://ai.facebook.com/blog/advances-in-content-understanding-self-supervision-to-protect-people