{"product_id":"graph-learning-and-network-science-for-natural-language-processing-9781032224572","title":"Graph Learning and Network Science for Natural","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eAdvances 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.\u003c\/p\u003e\u003cp\u003eFeatures:\u003c\/p\u003e\u003cul\u003e \u003cli\u003ePresents a comprehensive study of the interdisciplinary graphical approach to NLP\u003c\/li\u003e \u003cli\u003eCovers recent computational intelligence techniques for graph-based neural network models\u003c\/li\u003e \u003cli\u003eDiscusses advances in random walk-based techniques, semantic webs, and lexical networks\u003c\/li\u003e \u003cli\u003eExplores recent research into NLP for graph-based streaming data\u003c\/li\u003e \u003cli\u003eReviews advances in knowledge graph embedding and ontologies for NLP approac\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":51018910957911,"sku":"9781032224572","price":999.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781032224572.jpg?v=1750778629","url":"https:\/\/bookcurl.com\/products\/graph-learning-and-network-science-for-natural-language-processing-9781032224572","provider":"Book Curl","version":"1.0","type":"link"}