We show promising results of our method as applied to two types of NLP tasks: a domain adaptation task of a Japanese word segmentation using partial annotations, and a partof-speech tagging task using ambiguous tags in the Penn treebank corpus.
conventional CRF algorithms require fully annotated sentences.