Russell-chapin, Lori A. (bradley University, Illinois, Usa) Sherman, Nancy E. (bradley University, Illinois, Usa) Chapin, Theodore J. (chapin & Russel Handbook of scholarly publications from the air force institute of technology (afit), volume 1, 2000-2020 9781032224565

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Автор: Russell-chapin, Lori A. (bradley University, Illinois, Usa) Sherman, Nancy E. (bradley University, Illinois, Usa) Chapin, Theodore J. (chapin & Russel
Название: Handbook of scholarly publications from the air force institute of technology (afit), volume 1, 2000-2020
ISBN: 9781032224565
Издательство: Taylor&Francis
Классификация:

Информационный поиск

Естественный язык и машинный перевод

ISBN-10: 1032224568
Обложка/Формат: Hardback
Страницы: 256
Вес: 0.50 кг.
Дата издания: 28.12.2022
Серия: Computational intelligence techniques
Язык: English
Иллюстрации: 29 tables, black and white; 87 line drawings, black and white; 1 halftones, black and white; 88 illustrations, black and white
Размер: 235 x 160 x 20
Рейтинг:
Поставляется из: Европейский союз
Описание: Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational intelligence for learning parameters and feature reduction, and network science for graph-based NPL. It also contains information about language generation based on graphical theories and language models.Features:Presents a comprehensive study of the interdisciplinary graphical approach to NLPCovers recent computational intelligence techniques for graph-based neural network modelsDiscusses advances in random walk-based techniques, semantic webs, and lexical networksExplores recent research into NLP for graph-based streaming dataReviews advances in knowledge graph embedding and ontologies for NLP approachesThis book is aimed at researchers and graduate students in computer science, natural language processing, and deep and machine learning.
Дополнительное описание: 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 P

Handbook of scholarly publications from the air force institute of technology (afit), volume 1, 2000-2020, Russell-chapin, Lori A. (bradley University, Illinois, Usa) Sherman, Nancy E. (bradley University, Illinois, Usa) Chapin, Theodore J. (chapin & Russel