Moreover, (Pham and Le-Hong, 2017) used a combination of Bi-LSTM, CNN, and CRF that achieved the same performance with (Le-Hong, 2016).
these additional features consist of part-of-speech (POS) and chunk tags that are available in the dataset, and regular expression types that capture common organization and location names.