We use the common features which are adopted in previous studies, for example (Sha and Periera, 2003).
we use the unigrams of the current and its neighboring words, word bigrams, prefixes and suffixes of the current word, capitalization, all-number, punctuation, and tag bigrams for POS, CoNLL2000 and CoNLL 2003 datasets.