Combining Contextual Information by Self-attention Mechanism in Convolutional Neural Networks for Text Classification

Web Information Systems Engineering – WISE 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-02922-7_31 ◽

2018 ◽

pp. 453-467 ◽

Author(s):

Xin Wu ◽

Yi Cai ◽

Qing Li ◽

Jingyun Xu ◽

Ho-fung Leung

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification ◽

Contextual Information ◽

Attention Mechanism

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Combining weighted category-aware contextual information in convolutional neural networks for text classification

World Wide Web ◽

10.1007/s11280-019-00757-y ◽

2020 ◽

Vol 23 (5) ◽

pp. 2815-2834

Author(s):

Xin Wu ◽

Yi Cai ◽

Qing Li ◽

Jingyun Xu ◽

Ho-fung Leung

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification ◽

Contextual Information

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Dynamic Embedding Projection-Gated Convolutional Neural Networks for Text Classification

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3036192 ◽

2021 ◽

pp. 1-10

Author(s):

Zhipeng Tan ◽

Jing Chen ◽

Qi Kang ◽

MengChu Zhou ◽

Abdullah Abusorrah ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification

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Entity-Based Short Text Classification Using Convolutional Neural Networks

Lecture Notes in Computer Science - Knowledge Engineering and Knowledge Management ◽

10.1007/978-3-030-61244-3_9 ◽

2020 ◽

pp. 136-146

Author(s):

Mehwish Alam ◽

Qingyuan Bie ◽

Rima Türker ◽

Harald Sack

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification ◽

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Semantic Text Encoding for Text Classification Using Convolutional Neural Networks

2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) ◽

10.1109/icdar.2017.323 ◽

2017 ◽

Author(s):

Ignazio Gallo ◽

Shah Nawaz ◽

Alessandro Calefati

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification ◽

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A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks

Proceedings of the 2018 SIAM International Conference on Data Mining ◽

10.1137/1.9781611975321.58 ◽

2018 ◽

pp. 513-521 ◽

Author(s):

Tushar Semwal ◽

Promod Yenigalla ◽

Gaurav Mathur ◽

Shivashankar B. Nair

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Text Classification

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Multi-Label Classification of Multi-lead ECG Based on Deep 1D Convolutional Neural Networks With Residual and Attention Mechanism

10.23919/cinc53138.2021.9662873 ◽

2021 ◽

Author(s):

Yamin Liu ◽

Hanshuang Xie ◽

Qineng Cao ◽

Jiayi Yan ◽

Fan Wu ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attention Mechanism

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Multi-GPU-based Convolutional Neural Networks Training for Text Classification

Lecture Notes in Networks and Systems - Intelligent Systems and Applications ◽

10.1007/978-3-030-82193-7_5 ◽

2021 ◽

pp. 72-84

Author(s):

Imen Ferjani ◽

Minyar Sassi Hidri ◽

Ali Frihida

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification

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Low-Light Image Enhancement Based on Attention Mechanism and Convolutional Neural Networks

Laser & Optoelectronics Progress ◽

10.3788/lop57.201022 ◽

2020 ◽

Vol 57 (20) ◽

pp. 201022

Author(s):

吴若有 Wu Ruoyou ◽

王德兴 Wang Dexing ◽

袁红春 Yuan Hongchun

Keyword(s):

Neural Networks ◽

Image Enhancement ◽

Convolutional Neural Networks ◽

Attention Mechanism ◽

Low Light ◽

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Incorporating context-relevant concepts into convolutional neural networks for short text classification

Neurocomputing ◽

10.1016/j.neucom.2019.08.080 ◽

2020 ◽

Vol 386 ◽

pp. 42-53 ◽

Author(s):

Jingyun Xu ◽

Yi Cai ◽

Xin Wu ◽

Xue Lei ◽

Qingbao Huang ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification ◽

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Short Text Classification with A Convolutional Neural Networks Based Method

2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV) ◽

10.1109/icarcv.2018.8581332 ◽

2018 ◽

Author(s):

Yibo Hu ◽

Yang Li ◽

Tao Yang ◽

Quan Pan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Text Classification ◽

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