14 citations · 33 across the 8 of their papers we have counts for
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cs.CL2016
Hierarchical Character-Word Models for Language Identification
Aaron Jaech, George Mulcaire, Shobhit Hathi +2
Social media messages' brevity and unconventional spelling pose a challenge to language identification. We introduce a hierarchical model that learns character and contextualized w…
cs.CL2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding
Aaron Jaech, Larry Heck, Mari Ostendorf
The goal of this paper is to use multi-task learning to efficiently scale slot filling models for natural language understanding to handle multiple target tasks or domains. The key…