AdaUchendu/AwesomeTDA4NLP
Topological Data Analysis (TDA) for Natural Language Processing (NLP) Applications
This resource provides a comprehensive survey for researchers looking to understand how Topological Data Analysis (TDA) can be applied to Natural Language Processing (NLP) problems. It categorizes 130 papers, exploring both theoretical perspectives on linguistic phenomena and practical integrations of TDA with machine learning techniques for various text representations. The primary users are researchers in computational linguistics or data science seeking novel approaches to analyze text data.
Use this if you are a researcher in NLP or computational linguistics and want to explore the cutting-edge applications of topological data analysis for understanding language structures.
Not ideal if you are a practitioner looking for an off-the-shelf software tool to immediately solve a specific NLP task without delving into academic research.
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23
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Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 07, 2026
Commits (30d)
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