8 citations · 36 across the 17 of their papers we have counts for
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cs.LG2018★ 1 cited
Neural CRF transducers for sequence labeling
Kai Hu, Zhijian Ou, Min Hu +1
Conditional random fields (CRFs) have been shown to be one of the most successful approaches to sequence labeling. Various linear-chain neural CRFs (NCRFs) are developed to impleme…
cs.CL2018★ 2 cited
Elastic CRFs for Open-ontology Slot Filling
Yinpei Dai, Yichi Zhang, Hong Liu +3
Slot filling is a crucial component in task-oriented dialog systems that is used to parse (user) utterances into semantic concepts called slots. An ontology is defined by the colle…