Multilinguality In Knowledge Graphs

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Multilinguality In Knowledge Graphs

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Author : L.-A. Kaffee
language : en
Publisher: IOS Press
Release Date : 2023-11-14

Multilinguality In Knowledge Graphs written by L.-A. Kaffee and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-14 with Computers categories.

Content on the web is predominantly written in English, making it inaccessible to those who only speak other languages. Knowledge graphs can store multilingual information, facilitate the creation of multilingual applications, and make content accessible to multiple language communities. This book, Multilinguality in Knowledge Graphs, presents studies which assess and improve the state of labels and languages in knowledge graphs and the application of multilingual information. The author proposes ways of using multilingual knowledge graphs to reduce the gaps in coverage between languages, and the book explores the current state of language distribution in knowledge graphs by developing a framework based on existing standards, frameworks, and guidelines to measure label and language distribution in knowledge graphs. Applying this framework to a dataset representing the web of data, and to Wikidata, both a lack of labeling on the web and a bias towards a small set of languages were found. The book explores how a knowledge of labels and languages can be used in the domain of answering questions, and demonstrates how the framework can be applied to the task of ranking and selecting knowledge graphs for a set of user questions. Transliteration and translation of knowledge graph labels and aliases are also covered, as is the automatic classification of labels into one or the other to train a model for each task. The book provides a wide range of information on working with data and knowledge graphs in less-resourced languages.

Multilinguality In Knowledge Graphs

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Author : L.-A. KAFFEE
language : en
Publisher:
Release Date : 2023

Multilinguality In Knowledge Graphs written by L.-A. KAFFEE and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.

Knowledge Graph And Semantic Computing Knowledge Graph Empowers New Infrastructure Construction

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Author : Bing Qin
language : en
Publisher: Springer Nature
Release Date : 2021-10-28

Knowledge Graph And Semantic Computing Knowledge Graph Empowers New Infrastructure Construction written by Bing Qin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-28 with Computers categories.

This book constitutes the refereed proceedings of the 6th China Conference on Knowledge Graph and Semantic Computing, CCKS 2021, held in Guangzhou, China, in November 2021. The 19 revised full papers and 9 short papers presented were carefully reviewed and selected from 170 submissions. The papers are organized in topical sections on ​knowledge extraction: knowledge graph representation and reasoning; knowledge acquisition and knowledge graph construction; linked data, knowledge integration, and knowledge graph storage management; natural language understanding and semantic computing; knowledge graph applications: semantic search, question answering, dialogue, decision support, and recommendation; knowledge graph open resources.

Knowledge Graphs For Multilingual Language Translation And Generation

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Author : Diego Campos Moussallem
language : en
Publisher:
Release Date : 2020

Knowledge Graphs For Multilingual Language Translation And Generation written by Diego Campos Moussallem and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.

Standardization Across Disciplines

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Author : Ronald Legarski
language : en
Publisher: SolveForce
Release Date : 2024-08-31

Standardization Across Disciplines written by Ronald Legarski and has been published by SolveForce this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-31 with Reference categories.

"Standardization Across Disciplines: Language, Technology, and Global Communication" is a comprehensive exploration of the vital role that standardization plays in shaping our world. Authored by Ronald Legarski, a seasoned writer and content creator with a deep passion for language and technology, this book delves into the complexities of standardization across various fields, from language preservation to technological innovation. In a world where consistency, clarity, and interoperability are more important than ever, standardization ensures that we can communicate, collaborate, and advance on a global scale. This book provides readers with a thorough understanding of the processes, challenges, and opportunities involved in creating and implementing standards that are both effective and inclusive. Ronald Legarski takes readers on a journey through the foundations of standardization, offering insights into how it influences everything from global trade to cultural preservation. The book covers a wide range of topics, including multilingual standardization, ethical considerations in standardization efforts, and the future of standardization in the age of artificial intelligence and digital technology. With detailed case studies, practical tips, and an extensive array of resources, "Standardization Across Disciplines" serves as both a guide and a reference for professionals, policymakers, educators, and students. Whether you are involved in developing standards, managing multilingual information systems, or simply interested in the impact of standardization on our world, this book offers valuable knowledge and actionable advice. The book also looks to the future, providing predictions and expert insights into emerging trends that will shape the next decade of standardization efforts. From sustainability to cybersecurity, readers will gain a comprehensive understanding of the challenges and opportunities that lie ahead. "Standardization Across Disciplines" is more than just a book—it is a call to action for creating standards that are not only technically sound but also ethically responsible and globally inclusive. Ronald Legarski’s engaging writing and deep expertise make this book an essential read for anyone interested in the power of standards to shape our shared future.

Multilingual Artificial Intelligence

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Author : Peng Wang
language : en
Publisher: Taylor & Francis
Release Date : 2025-04-29

Multilingual Artificial Intelligence written by Peng Wang and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-29 with Computers categories.

Multilingual Artificial Intelligence is a guide for non-computer science specialists and learners looking to explore the implementation of AI technologies to solve real-life problems involving language data. Focusing on multilingual, multicultural, pre-trained large language models and their practical use through fine-tuning and prompt engineering, Wang and Smith demonstrate how to apply this new technology in areas such as information retrieval, semantic webs, and retrieval augmented generation, to improve both human productivity and machine intelligence. Finally, they discuss the human impact of language technologies in the cultural context, and provide an AI competence framework for users to design their own learning journey. This innovative text is essential reading for all students, professionals, and researchers in language, linguistics, and related areas looking to understand how to integrate multilingual and multicultural artificial intelligence technology into their research and practice.

Natural Language Processing And Chinese Computing

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Author : Fei Liu
language : en
Publisher: Springer Nature
Release Date : 2023-10-07

Natural Language Processing And Chinese Computing written by Fei Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-07 with Computers categories.

This three-volume set constitutes the refereed proceedings of the 12th National CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2023, held in Foshan, China, during October 12–15, 2023. The 143 regular papers included in these proceedings were carefully reviewed and selected from 478 submissions. They were organized in topical sections as follows: dialogue systems; fundamentals of NLP; information extraction and knowledge graph; machine learning for NLP; machine translation and multilinguality; multimodality and explainability; NLP applications and text mining; question answering; large language models; summarization and generation; student workshop; and evaluation workshop.

Knowledge Graph And Semantic Computing Knowledge Graph Empowers The Digital Economy

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Author : Maosong Sun
language : en
Publisher: Springer Nature
Release Date : 2022-11-18

Knowledge Graph And Semantic Computing Knowledge Graph Empowers The Digital Economy written by Maosong Sun and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-18 with Computers categories.

This book constitutes the refereed proceedings of the 7th China Conference on Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy, CCKS 2022, in Qinhuangdao, China, August 24–27, 2022. The 15 full papers and 2 short papers included in this book were carefully reviewed and selected from 100 submissions. They were organized in topical sections as follows: knowledge representation and reasoning; knowledge acquisition and knowledge base construction; linked data, knowledge integration, and knowledge graph storage managements; natural language understanding and semantic computing; knowledge graph applications; and knowledge graph open resources.

The Semantic Web Iswc 2022

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Author : Ulrike Sattler
language : en
Publisher: Springer Nature
Release Date : 2022-10-16

The Semantic Web Iswc 2022 written by Ulrike Sattler and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-16 with Computers categories.

This book constitutes the proceedings of the 21st International Semantic Web Conference, ISWC 2022, which took place in October 2022 in a virtual mode. The 48 full papers presented in this volume were thoroughly reviewed and selected from 239 submissions. They deal with the latest advances in fundamental research, innovative technology, and applications of the Semantic Web, linked data, knowledge graphs, and knowledge processing on the Web. Papers are organized in a research track, resources and in-use track. The research track details theoretical, analytical and empirical aspects of the Semantic Web and its intersection with other disciplines. The resources track promotes the sharing of resources which support, enable or utilize semantic web research, including datasets, ontologies, software, and benchmarks. And finally, the in-use-track is dedicated to novel and significant research contributions addressing theoretical, analytical and empirical aspects of the Semantic Web and its intersection with other disciplines. The chapters "Hashing the Hypertrie: Space- and Time-Efficient Indexing for SPARQL in Tensors", "Agree to Disagree: Managing Ontological Perspectives using Standpoint Logic", "GNNQ: A Neuro-Symbolic Approach to Query Answering over Incomplete Knowledge Graphs", "ISSA: Generic Pipeline, Knowledge Model and Visualization tools to Help Scientists Search and Make Sense of a Scientific Archiveare" are licensed under the terms of the Creative Commons Attribution 4.0 International License.

Knowledge Graph Based Methods For Automated Driving

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Author : Rajesh Kumar Dhanaraj
language : en
Publisher: Elsevier
Release Date : 2025-04-11

Knowledge Graph Based Methods For Automated Driving written by Rajesh Kumar Dhanaraj and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-11 with Technology & Engineering categories.

The global race to develop and deploy automated vehicles is still hindered by significant challenges, with the related complexities requiring multidisciplinary research approaches. Knowledge Graph-Based Methods for Automated Driving offers sought-after, specialized know-how for a wide range of readers both in academia and industry on the use of graphs as knowledge representation techniques which, compared to other relational models, provide a number of advantages for data-driven applications like automated driving tasks. The machine learning pipeline presented in this volume incorporates a variety of auxiliary information, including logic rules, ontology-informed workflows, simulation outcomes, differential equations, and human input, with the resulting operational framework being more reliable, secure, efficient as well as sustainable. Case studies and other practical discussions exemplify these methods' promising and exciting prospects for the maturation of scalable solutions with potential to transform transport and logistics worldwide. - Systematically covers knowledge graphs for automated driving processes - Includes real-life case studies, facilitating an understanding of current challenges - Analyzes the impact of various technological aspects related to automation across a range of transport modes, networks, and infrastructures