The extended lexicon was used in combination with the extended transitions based on trigrams from section 5.3.
tagger (MElt) (Denis and Sagot, 2009) is a conditional sequence maximum entropy POS tagger that uses a set of lexical and context features, which are a superset of the features used by Ratnaparkhi (1996) and toutanova and Manning (2000).