Text preprocessing in Topic Modeling - SoojungHong/MachineLearning GitHub Wiki

Simple preprocessing techniques before building a document-term matrix

• Minimum-term length
• Case conversion
• Stop-word filtering
• Minimum frequency filtering
• Maximum frequency filtering
• Stemming

Reference >> http://derekgreene.com/slides/topic-modelling-with-scikitlearn.pdf