Abstract: Computer-implemented techniques can include obtaining future travel plans for a user in a region that utilizes a language that is foreign to the user and predicting, based on the future travel plans, an expected future offline period during which the user is unlikely to have access to a network connection via a client computing device. The techniques can include identifying one or more points of interest in future the travel plans in the expected future offline period where the user is likely to require translation of foreign language text and obtaining portions of foreign language text associated therewith. The techniques can also include, prior to the expected future offline period, obtaining translated portions of text representing translations of the portions of foreign language text to a preferred language of the user and transmitting, to the client computing device, the translated portions of text.

Abstract: Methods and systems for automatically generating spelling suggestions and corrections are described. The method includes receiving content being shared by a user, determining a first language associated with the content, determining a context for the content, determining a potential error in the content using the first language and the context, and providing an identification of the potential error to the user. The methods may further include determining a correction for the potential error based on the first language and the context; and providing the correction to the user in the content in place of the potential error and with the identification.

Abstract: Computer-implemented techniques can include obtaining future travel plans for a user in a region that utilizes a language that is foreign to the user and predicting, based on the future travel plans, an expected future offline period during which the user is unlikely to have access to a network connection via a client computing device. The techniques can include identifying one or more points of interest in future the travel plans in the expected future offline period where the user is likely to require translation of foreign language text and obtaining portions of foreign language text associated therewith. The techniques can also include, prior to the expected future offline period, obtaining translated portions of text representing translations of the portions of foreign language text to a preferred language of the user and transmitting, to the client computing device, the translated portions of text.