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Graph Learning and Network Science for Natural Language Processing

Langbeschreibung
Advances in Graph based Natural Language Processing (NLP) and Information Retrieval (IR) tasks have shown the importance of processing Graph of Words.
Inhaltsverzeichnis
1. Graph of Words Model for Natural Language Processing. 2. Application of NLP Using Graph Approaches. 3. Graph-based Extractive Approach for English and Hindi Text Summarization. 4. Graph Embeddings for Natural Language Processing. 5. Natural Language Processing with Graph and Machine Learning Algorithms-based Large-scale Text Document Summarization and Its Applications. 6. Ontology and Knowledge Graphs for Semantic Analysis in Natural Language Processing. 7. Ontology and Knowledge Graphs for Natural Language Processing. 8 Perfect Coloring by HB Color Matrix Algorithm Method. 9 Cross-lingual Word Sense Disambiguation Using Multilingual Co-occurrence Graphs. 10 Study of Current Learning Techniques for Natural Language Processing for Early Detection of Lung Cancer. 11 A Critical Analysis of Graph Topologies for Natural Language Processing and Their Applications. 12 Graph-based Text Document Extractive Summarization. 13 Applications of Graphical Natural Language Processing. 14 Analysis of Medical Images Using Machine Learning Techniques.
Muskan Garg is a postdoctoral research associate at the University of Florida, USA, whose research focuses on the problems of natural language processing (NLP), information retrieval, and social media analysis. She received her Masters and Ph.D. from Panjab University, India. Her current focus is on research and development of cutting-edge NLP approaches to solving problems of national and international importance and on initiation and broadening a new program in NLP (including a new NLP course series). Her current research interests are causal inference, mental health on social media, event detection, and sentiment analysis.
ISBN-13:
9781000789508
Veröffentl:
2022
Seiten:
272
Autor:
Muskan Garg
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch

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