Łukasz Dębowski

Tagging and morphosyntactic disambiguation.
A review of methods and software

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Abstract

We present state-of-the-art methods and available software for automatic tagging and tagger learning. Furthermore, we discuss applicability of presented methods and software for morphosyntactic disambiguation of texts in natural languages.

Keywords : statistical natural language processing, part-of-speech tagging, machine learning, hidden Markov models, maximum entropy modelling, transformation-based learning, memory-based learning.