User-generated content
Machine translation for user-generated content
Machine translation for user-generated content (UGC) is used mainly for gisting.
Goals
Platforms translate their content to increase key metrics, like user engagement and sales. User-generated content is a good fit for machine translation because it is continuous and high-scale.
User-generated content is challenging for machine translation because it is open-domain and noisy.