Graph learning and network science for natural language processing. (2022)

• Record Type: Book
• Further Information: Note: Edited by Muskan Garg, Amit Kumar Gupta, Rajesh Prasad.
• Editors: Garg, Muskan; Gupta, Amit Kumar; Prasad, Rajesh
• Contents: Chapter 1. Graph of Words Model for Natural Language Processing; Sharayu Mirasdar and Mangesh Bedekar Chapter 2. Application of NLP Using Graph Approaches; Narendra Singh Yadav, Siddharth Jain, Archit Gupta, and Devansh Srivastava Chapter 3. Graph-based Extractive Approach for English and Hindi Text Summarization ; Rekha Jain, Manisha Sharma, Pratistha Mathur, and Surabhi Bhatia Chapter 4 Graph Embeddings for Natural Language Processing ; Jyoti Gavhane, Rajesh Prasad, and Rajeev Kumar ; Chapter 5 Natural Language Processing with Graph and Machine Learning Algorithms-based Large-scale Text Document Summarization and Its Applications. ; Shaikh Ashfaq Amir, Pathan Mohd. Shafi, Dr Vinod. V. Kimbahune, and Vijaykumar S. Bidve Chapter 6 Ontology and Knowledge Graphs for Semantic Analysis in Natural Language Processing ; Ujwala Bharambe, Chhaya Narvekar, and Prakash Andugula Chapter 7 Ontology and Knowledge Graphs for Natural Language Processing ; Jayashree Prasad, Rahesha Mulla, Namrata Naikwade, B. Suresh Kumar, and Suresh Shanmugasundaram Chapter 8 Perfect Coloring by HB Color Matrix Algorithm Method ; A. A. Bhange and H. R. Bhapkar; Chapter 9 Cross-lingual Word Sense Disambiguation Using Multilingual Co-occurrence Graphs ; Neha Janu, Anjali Singh, , Meenakshi Nawal, Sunita Gupta, Tapesh Kumar, and Vijendra Singh; Chapter 10 Study of Current Learning Techniques for Natural Language Processing for Early Detection of Lung Cancer ; Vanita D. Jadhav and Lalit V. Patil Chapter 11 A Critical Analysis of Graph Topologies for Natural Language Processing and Their Applications; Meenakshi Nawal, Sunita Gupta, Neha Janu, and Carlos M. Travieso-Gonzalez ; Chapter 12 Graph-based Text Document Extractive Summarization ; Sheetal Sonawane Chapter 13 Applications of Graphical Natural Language Processing ; T.Nalini, S.V. Gayetri Devi, and K.G.S. Venkatesan; Chapter 14 Analysis of Medical Images Using Machine Learning Techniques ; Nikita Jain, Mahesh Kumar Joshi, Vishal Jain, and Reena Sharma; ;
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 006.35; Natural language processing (Computer science); Graph theory; System analysis
• Languages: English
• ISBNs: 9781000789508; 9781000789300
• Related ISBNs: 9781032224565
• Notes: Note: Description based on CIP data; resource not viewed.
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