Topological Data Analysis in Natural Language Processing -- A Tutorial
Wlodek Zadrozny · Proceedings of the ... International Florida Artificial Intelligence Research Society Conference · 2023
Topological Data Analysis (TDA) introduces methods that capture the underlying structure of shapes in data.Within the last two decades, TDA has been mostly examined in unsupervised machine learning tasks. TDAhas been often considered an alternative to the conventional algorithms due to its capability to deal with highdimensionaldata. in different tasks including but not limited to clustering, This tutorial will focus on applications of topological data analysis to text data.