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Multilingual Entity Linking

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Multilingual Entity Linking

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Author : Chen-Tse Tsai
language : en
Publisher: Springer Nature
Release Date : 2025-02-17

Multilingual Entity Linking written by Chen-Tse Tsai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-17 with Computers categories.

This book focuses on Entity Discovery and Linking (EDL), which is the problem of identifying concepts and entities, disambiguating them, and grounding them to one or more knowledge bases (KBs). The authors first provide background on the topic and emphasize why it is a crucial step toward understanding natural language text. As most of the content on the internet is not in English, the book also discusses cross-lingual EDL. The authors present the challenges associated with EDL problems and explain the existing solutions. The book covers the core challenges that apply to all EDL problems, as well as the additional challenges associated with cross-lingual EDL problems. The authors also survey relevant research papers, highlight recent trends, and identify areas for future research.

Multilingual Entity Linking

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Author : Chen-Tse Tsai
language : en
Publisher: Springer
Release Date : 2024-11-29

Multilingual Entity Linking written by Chen-Tse Tsai and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Computers categories.

Mathematical Entity Linking Methods And Applications

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Author : Philipp Scharpf
language : en
Publisher: Springer Nature
Release Date : 2025-05-09

Mathematical Entity Linking Methods And Applications written by Philipp Scharpf and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-09 with Computers categories.

This research book explores the adaptation of traditional Entity Linking techniques to Mathematical Entity Linking (MathEL) for STEM disciplines, addressing the limitations of current Information Retrieval methods in handling mathematical expressions. By developing and evaluating novel MathEL approaches using AI, Machine Learning, and the Wikidata Knowledge Graph, significant progress is achieved in areas such as Formula Concept recognition, semantic formula search, mathematical question answering, physics exam question generation, and STEM document classification. The study also introduces a suite of open-source Wikimedia MathEL tools, including AnnoMathTeX, MathQA, and PhysWikiQuiz, designed to advance Mathematical Information Retrieval and support innovative applications in academic and educational contexts.

Linguistic Linked Open Data

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Author : Diana Trandabăţ
language : en
Publisher: Springer
Release Date : 2016-04-09

Linguistic Linked Open Data written by Diana Trandabăţ and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-09 with Computers categories.

This book constitutes the refereed proceedings of the 12th EUROLAN Summer School on Linguistic Linked Open Data and its Satellite Workshop on Social Media and the Web of Linked Data, RUMOUR 2015, held in Sibiu, Romania, in July 2015. The 10 revised full papers presented together with 12 abstracts of tutorials were carefully reviewed and selected from 21 submissions.

The Semantic Web Iswc 2018

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Author : Denny Vrandečić
language : en
Publisher: Springer
Release Date : 2018-10-01

The Semantic Web Iswc 2018 written by Denny Vrandečić and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-01 with Computers categories.

The two-volume set LNCS 11136 and 11137 constitutes the refereed proceedings of the 17th International Semantic Web Conference, ISWC 2018, held in Monterey, USA, in October 2018. The ISWC conference is the premier international forum for the Semantic Web / Linked Data Community. The total of 62 full papers included in this volume was selected from 250 submissions. The conference is organized in three tracks: for the Research Track 39 full papers were selected from 164 submissions. The Resource Track contains 17 full papers, selected from 55 submissions; and the In-Use track features 6 full papers which were selected from 31 submissions to this track.Paper 'The SPAR Ontologies' is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Linking Theory And Practice Of Digital Libraries

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Author : Apostolos Antonacopoulos
language : en
Publisher: Springer Nature
Release Date : 2024-09-25

Linking Theory And Practice Of Digital Libraries written by Apostolos Antonacopoulos and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-25 with Computers categories.

This book constitutes the refereed proceedings of the 28th International Conference on Linking Theory and Practice of Digital Libraries, TPDL 2024, held in Ljubljana, Slovenia, during September 24–27. The 13 full papers, 19 short papers and 11 papers of other types included in this book were carefully reviewed and selected from 83 submissions. Over the years, TPDL has established itself as an important international forum focused on digital libraries and associated technical, practical, and social issues. In 2024, TPDL expanded its scope to prominently include Document Analysis/Recognition and Information Retrieval, acknowledging the vital role of those research areas in the creation (by means of digitization and information extraction from heterogeneous sources), access, discovery, and dissemination of digital content.

Linked Lexical Knowledge Bases

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Author : Iryna Gurevych
language : en
Publisher: Springer Nature
Release Date : 2022-06-01

Linked Lexical Knowledge Bases written by Iryna Gurevych and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Computers categories.

This book conveys the fundamentals of Linked Lexical Knowledge Bases (LLKB) and sheds light on their different aspects from various perspectives, focusing on their construction and use in natural language processing (NLP). It characterizes a wide range of both expert-based and collaboratively constructed lexical knowledge bases. Only basic familiarity with NLP is required and this book has been written for both students and researchers in NLP and related fields who are interested in knowledge-based approaches to language analysis and their applications. Lexical Knowledge Bases (LKBs) are indispensable in many areas of natural language processing, as they encode human knowledge of language in machine readable form, and as such, they are required as a reference when machines attempt to interpret natural language in accordance with human perception. In recent years, numerous research efforts have led to the insight that to make the best use of available knowledge, the orchestrated exploitation of different LKBs is necessary. This allows us to not only extend the range of covered words and senses, but also gives us the opportunity to obtain a richer knowledge representation when a particular meaning of a word is covered in more than one resource. Examples where such an orchestrated usage of LKBs proved beneficial include word sense disambiguation, semantic role labeling, semantic parsing, and text classification. This book presents different kinds of automatic, manual, and collaborative linkings between LKBs. A special chapter is devoted to the linking algorithms employing text-based, graph-based, and joint modeling methods. Following this, it presents a set of higher-level NLP tasks and algorithms, effectively utilizing the knowledge in LLKBs. Among them, you will find advanced methods, e.g., distant supervision, or continuous vector space models of knowledge bases (KB), that have become widely used at the time of this book's writing. Finally, multilingual applications of LLKB's, such as cross-lingual semantic relatedness and computer-aided translation are discussed, as well as tools and interfaces for exploring LLKBs, followed by conclusions and future research directions.

Multi Source Multilingual Information Extraction And Summarization

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Author : Thierry Poibeau
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-08-14

Multi Source Multilingual Information Extraction And Summarization written by Thierry Poibeau and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-14 with Computers categories.

Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning within the information society. These technologies face particular challenges due to the inherent multi-source nature of the information explosion. The technologies must now handle not isolated texts or individual narratives, but rather large-scale repositories and streams---in general, in multiple languages---containing a multiplicity of perspectives, opinions, or commentaries on particular topics, entities or events. There is thus a need to adapt existing techniques and develop new ones to deal with these challenges. This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs. events,--- and the nature of the sources---news streams vs. image captions vs. scientific research papers, etc. This volume aims to offer a broad and representative sample of studies from this very active research field.

Knowledge Graph And Semantic Computing Knowledge Computing And Language Understanding

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Author : Xiaoyan Zhu
language : en
Publisher: Springer Nature
Release Date : 2020-01-03

Knowledge Graph And Semantic Computing Knowledge Computing And Language Understanding written by Xiaoyan Zhu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Computers categories.

This book constitutes the refereed proceedings of the 4th China Conference on Knowledge Graph and Semantic Computing, CCKS 2019, held in Hangzhou, China, in August 2019. The 18 revised full papers presented were carefully reviewed and selected from 140 submissions. The papers cover wide research fields including the knowledge graph, the semantic Web, linked data, NLP, information extraction, knowledge representation and reasoning.

Document Analysis Systems

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Author : Seiichi Uchida
language : en
Publisher: Springer Nature
Release Date : 2022-05-17

Document Analysis Systems written by Seiichi Uchida and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-17 with Computers categories.

This book constitutes the refereed proceedings of the 15th IAPR International Workshop on Document Analysis Systems, DAS 2022, held in La Rochelle, France, in May 2022. The full papers presented were carefully reviewed and selected from numerous submissions addressing key techniques of document analysis.

Multilingual Entity Linking

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