These ranking-based retrieval strategies have been well-applied as an important approach to dialogue systems, yet the set of scripted responses are limited and are short at generalization.
statistical machine translation (SMT) systems have been applied to dialogue systems (Ritter et al., 2011), taking user's query as a source language sentence and the chatbot's response as a target language sentence.