Comparing Apples to Apple: The Effects of Stemmers on Topic Models

TACL 2016 Alex SchofieldraDavid Mimno

Rule-based stemmers such as the Porter stemmer are frequently used to preprocess English corpora for topic modeling. In this work, we train and evaluate topic models on a variety of corpora using several different stemming algorithms... (read more)

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