However, asynchronous domains (forum, email) differ from synchronous (MRDA) in their underlying conversational structure (Louis and Cohen, 2015), in style (spoken vs. written), and in vocabulary usage (meetings on some focused agenda vs. conversations on any topic of interests in a public forum).
we hypothesize that to make the best use of labeled data from synchronous domains, one needs to model the shift in domains.