A Survey of Text Representation Methods and Their Genealogy

In recent years, with the advent of highly scalable artificial-neural-network-based text representation methods the field of natural language processing has seen unprecedented growth and sophistication. It has become possible to distill complex linguistic information of text into multidimensional de...

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Bibliographic Details
Published in:IEEE access 2022, Vol.10, p.96492-96513
Main Authors: Siebers, Philipp, Janiesch, Christian, Zschech, Patrick
Format: Article
Language:English
Subjects:
Artificial intelligence
Artificial neural networks
Data mining
Encoding
Genealogy
Natural language processing
Neural networks
Pragmatics
Recommender systems
Representations
Semantics
Sentiment analysis
survey
Taxonomy
Text recognition
text representation
Vocabulary
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