Conversion of Multiple Resources for POS Tagging
Gao Entin · Beijing Daxue Xuebao. Zirankexueban · 2015
The authors propose an annotation conversion method using multiple resources for POS tagging, aiming to convert the source-side annotations into target-side and then combine the data to get larger training data. Two innovate strategies are proposed. The first strategy uses reliability information of guide features. The second strategy uses ambiguous labelings to improve the quality of converted data. Results demonstrate that the first strategy is helpful for annotation conversion while the second does little to conversion.