This survey compiles 137 papers on Topological Data Analysis in NLP, categorizing them into theoretical explanations of language and practical integrations into ML systems while noting open challenges.
In 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), pages 403–408
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Topological Data Analysis Applications in Natural Language Processing: A Survey
This survey compiles 137 papers on Topological Data Analysis in NLP, categorizing them into theoretical explanations of language and practical integrations into ML systems while noting open challenges.