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 Computational Topology in Image Context: 4th Inter- national Workshop, CTIC 2012, Bertinoro, Italy, May 28-30
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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.