Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning


The recently proposed coupled sequence labeling is shown to be able to effectively exploit multiple labeled data with heterogeneous annotations but suffer from severe inefficiency problem due to the large bundled tag space (Li et al., 2015). In their case study of part-ofspeech (POS) tagging, Li et al. (2015) manually design context-free tag-to-tag mapping… (More)


10 Figures and Tables


Citations per Year

Citation Velocity: 9

Averaging 9 citations per year over the last 2 years.

Learn more about how we calculate this metric in our FAQ.