Textual Emotion Classification Using Deep Broad Learning
Author:   Sancheng Peng ,  Lihong Cao
Publisher:   Springer International Publishing AG
Edition:   2024 ed.
Volume:   11
ISBN:  

9783031677175


Pages:   155
Publication Date:   28 September 2024
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Textual Emotion Classification Using Deep Broad Learning


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Author:   Sancheng Peng ,  Lihong Cao
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2024 ed.
Volume:   11
ISBN:  

9783031677175


ISBN 10:   303167717
Pages:   155
Publication Date:   28 September 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Preface.- Acknowledgements.- Chapter 1. Introduction.- Chapter 2. BERT and Broad Learning for Textual Emotion Classification.- Chapter 3. Cascading Broad Learning for Textual Emotion Classification.- Chapter 4. Dual Broad Learning for Textual Emotion Classification.- Chapter 5. Single-source Domain Adaptation for Emotion Classification Using CNN-Based Broad Learning.- Chapter 6. Multi-source Domain Adaptation for Emotion Classification Using Bi-LSTM-Based Broad Learning. Chapter 7. Emotion Classification in Textual Conversations Using Deep Broad Learning.- Chapter 8. Rational Graph Attention Network and Broad Learning for Emotion Classification in Textual Conversations.- Chapter 9. Summary and Outlook.

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Author Information

Prof. Sancheng Peng is a Professor at the Laboratory of Language Engineering and Computing, Guangdong University of Foreign Studies, Guangzhou, China. Prof. Peng’s research interests include Natural Language Processing, Emotion Computing, Social Computing, and Trusted Computing. He has authored or co-authored over 80 technical papers in both journals and conferences. Prof. Peng has served as the Guest Editor of Future Generation Computer Systems and as a PC member for various prestigious international conferences. He is a Senior Member of the CCF and a member of ACM.  Ms. Lihong Cao is a Lecturer at the School of English Education, Guangdong University of Foreign Studies, Guangzhou, China. She has authored or coauthored over 10 technical papers in conference proceedings and journals such as the Journal of Network and Computer Applications, Knowledge-Based Systems, Information Sciences, and Tsinghua Science and Technology. Her research interests include Applied Linguistics, Natural Language Processing, Intelligent Computing.

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