105 citations · 277 across the 34 of their papers we have counts for
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cs.CL2020★ 1 cited
One Model to Recognize Them All: Marginal Distillation from NER Models with Different Tag Sets
Keunwoo Peter Yu, Yi Yang
Named entity recognition (NER) is a fundamental component in the modern language understanding pipeline. Public NER resources such as annotated data and model services are availabl…
cs.CL2019★ 3 cited
Dialog Intent Induction with Deep Multi-View Clustering
Hugh Perkins, Yi Yang
We introduce the dialog intent induction task and present a novel deep multi-view clustering approach to tackle the problem. Dialog intent induction aims at discovering user intent…
cs.CL2016★ 7 cited
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
Yi Yang, Ming-Wei Chang
Non-linear models recently receive a lot of attention as people are starting to discover the power of statistical and embedding features. However, tree-based models are seldom stud…