We used the standard NER baseline features (e.g., Dhillon et al., 2011;Ratinov and Roth, 2009) which include: • Current Word w i and its lexical features which include whether the word is capitalized and whether all the characters are cap-italized.
building these dictionaries requires a huge amount of human effort and it is often difficult to get good coverage for many named entity types.