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06/14/2021
Model Explainability in Deep Learning Based Natural Language Processing
Machine learning (ML) model explainability has received growing attentio...
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03/29/2020
Topological Data Analysis in Text Classification: Extracting Features with Additive Information
While the strength of Topological Data Analysis has been explored in man...
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03/29/2020
A Novel Method of Extracting Topological Features from Word Embeddings
In recent years, topological data analysis has been utilized for a wide ...
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07/22/2019
Emotion Detection in Text: Focusing on Latent Representation
In recent years, emotion detection in text has become more popular due t...
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05/31/2019
Emotional Embeddings: Refining Word Embeddings to Capture Emotional Content of Words
Word embeddings are one of the most useful tools in any modern natural l...
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09/27/2018