Bootstrapping language models for spoken dialog systems using the world wide web

摘要

A system, method and computer readable medium that generates a language model from data from a web domain is disclosed. The method may include filtering web data to remove unwanted data from the web domain data, extracting predicate/argument pairs from the filtered web data, generating conversational utterances by merging the extracted predicate/argument pairs into conversational templates, and generating a web data language model using the generated conversational utterances.