Improving discourse representations with node hierarchy attention

Improving discourse representations with node hierarchy attention

Long text representation for natural language processing tasks has capture researchers’ attention recently. Beyond the sentence, finding a good representation for the text turns to the bag of the words that losses sequence order. Indeed, the text does not pattern in a haphazard way; rather, in a coh...

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Bibliographic Details
Main Authors: Erfaneh Gharavi, Hadi Veisi, Rupesh Silwal, Matthew S. Gerber
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Machine Learning with Applications
Subjects:
Text representation
Recursive neural network
Rhetorical structure theory
Attention mechanism
Sentiment analysis
Document embedding
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827020300153

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http://www.sciencedirect.com/science/article/pii/S2666827020300153

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