Improving Sentence Representations via Component Focusing

Improving Sentence Representations via Component Focusing

The efficiency of natural language processing (NLP) tasks, such as text classification and information retrieval, can be significantly improved with proper sentence representations. Neural networks such as convolutional neural network (CNN) and recurrent neural network (RNN) are gradually applied to...

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Bibliographic Details
Main Authors: Xiaoya Yin, Wu Zhang, Wenhao Zhu, Shuang Liu, Tengjun Yao
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Applied Sciences
Subjects:
natural language processing
sentence representation
sentence embedding
component focusing
semantic textual similarity
Online Access:https://www.mdpi.com/2076-3417/10/3/958

Internet

https://www.mdpi.com/2076-3417/10/3/958

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