Ladder Tagger—Splitting Decision Space to Boost Tagging Quality
Mariusz Paradowski, Adam Radziszewski · Annals of Computer Science and Information Systems · 2014
This paper describes a part of speech tagger.The tagger is based on a set of probability mixture models.Each mixture model is responsible for tagging of a specific class of words, sharing similar context properties.Probability mixture models contain 25 various mixture components.The tagger is tested on Polish language and compared to other available taggers.