1. A method for improving speech recognition accuracy using textual context, the method causing a computing device to perform steps comprising: retrieving a recorded utterance; retrieving text captured from a device display associated with the spoken dialog and viewed by one party to the recorded utterance; identifying words in the captured text that are relevant to the recorded utterance; adding the identified words to a dynamic language model; and recognizing the recorded utterance using the dynamic language model.