626 citations · 974 across the 18 of their papers we have counts for
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cs.CL2019★ 2 cited
Dialogue Act Classification in Group Chats with DAG-LSTMs
Ozan İrsoy, Rakesh Gosangi, Haimin Zhang +6
Dialogue act (DA) classification has been studied for the past two decades and has several key applications such as workflow automation and conversation analytics. Researchers have…
cs.LG2019
On Expected Accuracy
Ozan İrsoy
We empirically investigate the (negative) expected accuracy as an alternative loss function to cross entropy (negative log likelihood) for classification tasks. Coupled with softma…