Geographical dictionary making technique

My new draft paper Newsmap: Dictionary expansion technique for geographical classification of very short longitudinal texts explains how to create a large geographical dictionary for text classification. Its algorithm is an updated version of the International Newsmap, and it is simpler and more statistically grounded. As I am arguing in the paper, this technique could be used to classify not only news stories, but social media posts.

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