| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
006.3/2 |
| 書名/作者: |
Neural networks for natural language processing/ Sumathi S, Janani M, editors. |
| 其他作者: |
S., Sumathi, |
| 出版者: |
Hershey, Pennsylvania : : IGI Global,, 2020. |
| 面頁冊數: |
21 PDFs (227 pages) |
| 標題: |
Natural language processing (Computer science) |
| 標題: |
Neural networks (Computer science) |
| ISBN: |
9781799811619 (ebk.) |
| ISBN: |
9781799811596 (hbk.) |
| ISBN: |
9781799811602 (pbk.) |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Chapter 1. Deep learning network: deep neural networks -- Chapter 2. A journey from neural networks to deep networks: comprehensive understanding for deep learning -- Chapter 3. Current trends in deep learning frameworks with opportunities and future prospectus -- Chapter 4. Emotion recognition from speech using perceptual filter and neural network -- Chapter 5. Ontology creation -- Chapter 6. Semantic similarity using register linear question classification (RLQC) for question classification -- Chapter 7. Knowledge graph generation -- Chapter 8. Develop a neural model to score bigram of words using bag-of-words model for sentiment analysis -- Chapter 9. Deep learning approach for extracting catch phrases from legal documents -- Chapter 10. Enhanced sentiment classification using recurrent neural networks -- Chapter 11. Natural language processing-based information extraction and abstraction for lease documents -- Chapter 12. Neural network applications in hate speech detection. |
| 摘要、提要註: |
"This book examines natural language processing models and algorithms using traditional symbolic and more recent statistical approaches"-- |
| 電子資源: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-1159-6 |