Position-Wise Gated Res2Net-Based Convolutional Network with Selective Fusing for Sentiment Analysis

Position-Wise Gated Res2Net-Based Convolutional Network with Selective Fusing for Sentiment Analysis

Sentiment analysis (SA) is an important task in natural language processing in which convolutional neural networks (CNNs) have been successfully applied. However, most existing CNNs can only extract predefined, fixed-scale sentiment features and cannot synthesize flexible, multi-scale sentiment feat...

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Bibliographic Details
Main Authors: Jinfeng Zhou, Xiaoqin Zeng, Yang Zou, Haoran Zhu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Entropy
Subjects:
sentiment analysis
deep neural networks
convolutional neural network
ResNet
Res2Net
Online Access:https://www.mdpi.com/1099-4300/25/5/740

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