Among the recent machine learning methods, bag-of-words representations combined with a Support Vector Machine (Melo and Martins, 2015) or Logistic Regression (Wing and Baldridge, 2014) have also achieved good results.
to assign a vector, places must first be disambiguated (catch-22).