61 citations · 115 across the 19 of their papers we have counts for
Showing 2018 · cs.CLShow all
2 papers · 2 filters
cs.CL2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction
Karl Stratos
We address part-of-speech (POS) induction by maximizing the mutual information between the induced label and its context. We focus on two training objectives that are amenable to s…
cs.CL2018★ 1 cited
OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding
Young-Bum Kim, Sungjin Lee, Karl Stratos
In practice, most spoken language understanding systems process user input in a pipelined manner; first domain is predicted, then intent and semantic slots are inferred according t…