Abstract: Components of language processing engines, such as translation models and language models, can be customized for groups of users or based on user type values. Users can be organized into groups or assigned a value on a continuum based on factors such as interests, biographical characteristics, social media interactions, etc. In some implementations, translation engine components can be customized for groups of users by selecting the training data from content created by users in that group. In some implementations, the group identifier or continuum value can be part of the input into a general translation component allowing the translation component to take a language style of that user group into account when performing language processing tasks.

Abstract: Components of language processing engines, such as translation models and language models, can be customized for groups of users or based on user type values. Users can be organized into groups or assigned a value on a continuum based on factors such as interests, biographical characteristics, social media interactions, etc. In some implementations, translation engine components can be customized for groups of users by selecting the training data from content created by users in that group. In some implementations, the group identifier or continuum value can be part of the input into a general translation component allowing the translation component to take a language style of that user group into account when performing language processing tasks.

Abstract: One or more embodiments described herein include methods and systems of creating transcribed electronic communications based on sound inputs. More specifically, systems and methods described herein provide users the ability to easily and effectively send an electronic communication that includes a textual message transcribed from a sound input. Additionally, systems and methods described herein provide an analysis of a textual message transcribed from a sound input allowing users to correct an inaccurate or incorrect transcription.

Abstract: One or more embodiments described herein include methods and systems of creating transcribed electronic communications based on sound inputs. More specifically, systems and methods described herein provide users the ability to easily and effectively send an electronic communication that includes a textual message transcribed from a sound input. Additionally, systems and methods described herein provide an analysis of a textual message transcribed from a sound input allowing users to correct an inaccurate or incorrect transcription.