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Context Matters: Employing Word Embeddings to Improve Text Classifier Performance on Peer-Reviewed Academic Journal Abstracts--A Test Case
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Arielle A. Gaither – ProQuest LLC, 2021
Bag-of-words is a commonly used text representation method for many text classification applications. However, bag-of-words representation fails to consider the context of the text because it only examines text documents based on the presence of individual words and explores relationships between texts with similar word choices (Bengfort, 2018).…
Descriptors: Journal Articles, Classification, Language Usage, Databases