8 Reasons Why Your Topic Modelling Algorithm Performs Worse on Short Text

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8 Reasons Why Your Topic Modelling Algorithm Performs Worse on Short Text

Challenges of topic modeling on microblogs

Photo by nadi borodina on Unsplash

Short-form text is typically user-generated, defined by lack of structure, presence of noise, and lack of context, causing difficulty for machine learning modeling.

Topic modeling aims to identify patterns in a text corpus and extract the main…

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