The ability to model and automatically detect dialogue act is an important step toward understanding spontaneous speech and Instant Messages.
it has been difficult to infer a dialogue act from a surface utterance because it highly depends on the context of the utterance and speaker linguistic knowledge; especially in Arabic dialects.