Top 2 sequence-tagger open source projects

AQMAR Arabic Tagger: Sequence tagger with cost-augmented structured perceptron training

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific wor…