63 citations · 94 across the 5 of their papers we have counts for
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cs.LG2020★ 3 cited
A Novel Method of Extracting Topological Features from Word Embeddings
Shafie Gholizadeh, Armin Seyeditabari, Wlodek Zadrozny
In recent years, topological data analysis has been utilized for a wide range of problems to deal with high dimensional noisy data. While text representations are often high dimens…
cs.LG2020★ 4 cited
Topological Data Analysis in Text Classification: Extracting Features with Additive Information
Shafie Gholizadeh, Ketki Savle, Armin Seyeditabari +1
While the strength of Topological Data Analysis has been explored in many studies on high dimensional numeric data, it is still a challenging task to apply it to text. As the prima…