Finally, compared to message-length-restricted Twitter conversations (Ritter et al., 2010), Reddit conversations tend to be more natural.
first, in-domain and Reddit data can be fused into a single training set: besides expensive retraining for each task, the disbalance between in-domain and Reddit data sizes effectively erases the target task signal.