The NL group develops the foundational work for computational processing of Arabic language, aiming at enhancing Arabic-specific features across various Microsoft products such as error detection and correction, translation, search, document analysis, which is handled by the NLP group. In addition, the NL group works on enabling features currently not supported for Arabic such as Windows narration, voicemail transcription, speech-to-speech translation.