Linked Lexical Knowledge Bases

Download Linked Lexical Knowledge Bases full books in PDF, epub, and Kindle. Read online Linked Lexical Knowledge Bases ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Linked Lexical Knowledge Bases

Author : Iryna Gurevych
Publisher : Springer Nature
ISBN 13 : 3031021622
Total Pages : 124 pages
Book Rating : 4.0/5 (31 download)

DOWNLOAD NOW!

Book Synopsis Linked Lexical Knowledge Bases by : Iryna Gurevych

Download or read book Linked Lexical Knowledge Bases written by Iryna Gurevych and published by Springer Nature. This book was released on 2022-06-01 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Predicative Forms in Natural Language and in Lexical Knowledge Bases

Author : P. Saint-Dizier
Publisher : Springer Science & Business Media
ISBN 13 : 9401727465
Total Pages : 381 pages
Book Rating : 4.4/5 (17 download)

DOWNLOAD NOW!

Book Synopsis Predicative Forms in Natural Language and in Lexical Knowledge Bases by : P. Saint-Dizier

Download or read book Predicative Forms in Natural Language and in Lexical Knowledge Bases written by P. Saint-Dizier and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a selection of papers presented at a workshop entitled Predicative Forms in Natural Language and in Lexical Knowledge Bases organized in Toulouse in August 1996. A predicate is a named relation that exists among one or more arguments. In natural language, predicates are realized as verbs, prepositions, nouns and adjectives, to cite the most frequent ones. Research on the identification, organization, and semantic representa tion of predicates in artificial intelligence and in language processing is a very active research field. The emergence of new paradigms in theoretical language processing, the definition of new problems and the important evol ution of applications have, in fact, stimulated much interest and debate on the role and nature of predicates in naturallangage. From a broad theoret ical perspective, the notion of predicate is central to research on the syntax semantics interface, the generative lexicon, the definition of ontology-based semantic representations, and the formation of verb semantic classes. From a computational perspective, the notion of predicate plays a cent ral role in a number of applications including the design of lexical knowledge bases, the development of automatic indexing systems for the extraction of structured semantic representations, and the creation of interlingual forms in machine translation.

Linked Lexical Knowledge Bases

Author : Iryna Gurevych
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1627059040
Total Pages : 148 pages
Book Rating : 4.6/5 (27 download)

DOWNLOAD NOW!

Book Synopsis Linked Lexical Knowledge Bases by : Iryna Gurevych

Download or read book Linked Lexical Knowledge Bases written by Iryna Gurevych and published by Morgan & Claypool Publishers. This book was released on 2016-07-19 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Word Expert Semantics

Author : B. C. Papegaaij
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110883481
Total Pages : 268 pages
Book Rating : 4.1/5 (18 download)

DOWNLOAD NOW!

Book Synopsis Word Expert Semantics by : B. C. Papegaaij

Download or read book Word Expert Semantics written by B. C. Papegaaij and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-10-08 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Word Expert Semantics".

Linked Data in Linguistics

Author : Christian Chiarcos
Publisher : Springer Science & Business Media
ISBN 13 : 3642282490
Total Pages : 218 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!

Book Synopsis Linked Data in Linguistics by : Christian Chiarcos

Download or read book Linked Data in Linguistics written by Christian Chiarcos and published by Springer Science & Business Media. This book was released on 2012-02-21 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosion of information technology has led to substantial growth of web-accessible linguistic data in terms of quantity, diversity and complexity. These resources become even more useful when interlinked with each other to generate network effects. The general trend of providing data online is thus accompanied by newly developing methodologies to interconnect linguistic data and metadata. This includes linguistic data collections, general-purpose knowledge bases (e.g., the DBpedia, a machine-readable edition of the Wikipedia), and repositories with specific information about languages, linguistic categories and phenomena. The Linked Data paradigm provides a framework for interoperability and access management, and thereby allows to integrate information from such a diverse set of resources. The contributions assembled in this volume illustrate the band-width of applications of the Linked Data paradigm for representative types of language resources. They cover lexical-semantic resources, annotated corpora, typological databases as well as terminology and metadata repositories. The book includes representative applications from diverse fields, ranging from academic linguistics (e.g., typology and corpus linguistics) over applied linguistics (e.g., lexicography and translation studies) to technical applications (in computational linguistics, Natural Language Processing and information technology). This volume accompanies the Workshop on Linked Data in Linguistics 2012 (LDL-2012) in Frankfurt/M., Germany, organized by the Open Linguistics Working Group (OWLG) of the Open Knowledge Foundation (OKFN). It assembles contributions of the workshop participants and, beyond this, it summarizes initial steps in the formation of a Linked Open Data cloud of linguistic resources, the Linguistic Linked Open Data cloud (LLOD).

The Semantic Web – ISWC 2016

Author : Paul Groth
Publisher : Springer
ISBN 13 : 3319465473
Total Pages : 481 pages
Book Rating : 4.3/5 (194 download)

DOWNLOAD NOW!

Book Synopsis The Semantic Web – ISWC 2016 by : Paul Groth

Download or read book The Semantic Web – ISWC 2016 written by Paul Groth and published by Springer. This book was released on 2016-10-05 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 9981 and 9982 constitutes the refereed proceedings of the 15th International Semantic Web Conference, ISWC 2016, which was held in Kobe, Japan, in October 2016. The 75 full papers presented in these proceedings were carefully reviewed and selected from 326 submissions. The International Semantic Web Conference is the premier forum for Semantic Web research, where cutting edge scientific results and technological innovations are presented, where problems and solutions are discussed, and where the future of this vision is being developed. It brings together specialists in fields such as artificial intelligence, databases, social networks, distributed computing, Web engineering, information systems, human-computer interaction, natural language processing, and the social sciences. The Research Track solicited novel and significant research contributions addressing theoretical, analytical, empirical, and practical aspects of the Semantic Web. The Applications Track solicited submissions exploring the benefits and challenges of applying semantic technologies in concrete, practical applications, in contexts ranging from industry to government and science. The newly introduced Resources Track sought submissions providing a concise and clear description of a resource and its (expected) usage. Traditional resources include ontologies, vocabularies, datasets, benchmarks and replication studies, services and software. Besides more established types of resources, the track solicited submissions of new types of resources such as ontology design patterns, crowdsourcing task designs, workflows, methodologies, and protocols and measures.

Natural Language Processing and Chinese Computing

Author : Guodong Zhou
Publisher : Springer
ISBN 13 : 3642416446
Total Pages : 450 pages
Book Rating : 4.6/5 (424 download)

DOWNLOAD NOW!

Book Synopsis Natural Language Processing and Chinese Computing by : Guodong Zhou

Download or read book Natural Language Processing and Chinese Computing written by Guodong Zhou and published by Springer. This book was released on 2013-10-01 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2013, held in Chongqing, China, during November 2013. The 31 revised full papers presented together with three keynote talks and 13 short papers were carefully reviewed and selected from 203 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; machine learning for NLP; machine translation and multi-lingual information access; NLP for social media and web mining, knowledge acquisition; NLP for search technology and ads; NLP fundamentals; NLP applications; NLP for social media.

The Semantic Web – ISWC 2017

Author : Claudia d'Amato
Publisher : Springer
ISBN 13 : 3319682881
Total Pages : 764 pages
Book Rating : 4.3/5 (196 download)

DOWNLOAD NOW!

Book Synopsis The Semantic Web – ISWC 2017 by : Claudia d'Amato

Download or read book The Semantic Web – ISWC 2017 written by Claudia d'Amato and published by Springer. This book was released on 2017-10-11 with total page 764 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10587 + 10588 constitutes the refereed proceedings of the 16th International Semantic Web Conference, ISWC 2017, held in Vienna, Austria, in October 2017. ISWC 2017 is the premier international forum, for the Semantic Web / Linked Data Community. The total of 55 full and 21 short papers presented in this volume were carefully reviewed and selected from 300 submissions. They are organized according to the tracks that were held: Research Track; Resource Track; and In-Use Track.

Towards Very Large Knowledge Bases

Author : N. J. I. Mars
Publisher : IOS Press
ISBN 13 : 9789051992175
Total Pages : 318 pages
Book Rating : 4.9/5 (921 download)

DOWNLOAD NOW!

Book Synopsis Towards Very Large Knowledge Bases by : N. J. I. Mars

Download or read book Towards Very Large Knowledge Bases written by N. J. I. Mars and published by IOS Press. This book was released on 1995 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the early days of artificial intelligence it was widely believed that powerful computers would, in the future, enable mankind to solve many real-world problems through the use of very general inference procedures and very little domain-specific knowledge. With the benefit of hindsight, this view can now be called quite naive. The field of expert systems, which developed during the early 1970s, embraced the paradigm that Knowledge is Power - even very fast computers require very large amounts of very specific knowledge to solve non-trivial problems. Thus, the field of large knowledge bases has emerged.

Recent Trends and Findings in Latin Linguistics

Author : Concepción Cabrillana
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110722194
Total Pages : 718 pages
Book Rating : 4.1/5 (17 download)

DOWNLOAD NOW!

Book Synopsis Recent Trends and Findings in Latin Linguistics by : Concepción Cabrillana

Download or read book Recent Trends and Findings in Latin Linguistics written by Concepción Cabrillana and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-05-20 with total page 718 pages. Available in PDF, EPUB and Kindle. Book excerpt: These volumes contain a selection of contributions first presented at the 21st International Colloquium on Latin Linguistics, held in Santiago de Compostela (2022). They cover essential topics in Latin linguistics from a variety of theoretical and methodological approaches. The first volume includes papers on Latin Syntax and Semantics, Latin Syntax and Pragmatics, Greek-Latin language, and Digital Linguistics. The contributions report on the latest research into very relevant issues in specific areas such as definiteness, casual syntax, sentence structure, word order, etc.; in addition, the most recent methodological advances using a variety of databases, a key tool in contemporary research, are presented. The second volume includes papers on Semantics and Lexicography, Etymology, Discourse strategies, and a special section devoted to the analysis of Conversation and Dialogue. The contributions report on the latest research into highly relevant issues in specific areas such as nominal and adjectival lexicology from both a synchronic and a diachronic perspectives, the use of Greek words as a vehicle for the expression of philosophical concepts, the choice and rendering of various linguistic strategies in direct and indirect discourse, etc. A particularly innovative section deals with various aspects of conversational language in a number of text types, as well as the use of different devices that contribute to the expression of (im)politeness by participants in the speech act. A knowledge of the work collected in these volumes is essential for all those involved in research in the field of Latin linguistics.

Semantic Technology

Author : Hideaki Takeda
Publisher : Springer
ISBN 13 : 3642379966
Total Pages : 401 pages
Book Rating : 4.6/5 (423 download)

DOWNLOAD NOW!

Book Synopsis Semantic Technology by : Hideaki Takeda

Download or read book Semantic Technology written by Hideaki Takeda and published by Springer. This book was released on 2013-04-08 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Second Joint International Semantic Technology Conference, JIST 2012, held in Nara, Japan, in December 2012. The 20 full papers and 13 short papers included in this volume were carefully reviewed and selected from 90 submissions. The regular papers deal with ontology and description logics; RDF and SPARQL; learning and discovery; semantic search; knowledge building; semantic Web application. The in-use track papers cover topics on social semantic Web and semantic search; and the special track papers have linked data in practice and database integration as a topic.

Natural Language Processing and Chinese Computing

Author : Juanzi Li
Publisher : Springer
ISBN 13 : 3319252070
Total Pages : 610 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!

Book Synopsis Natural Language Processing and Chinese Computing by : Juanzi Li

Download or read book Natural Language Processing and Chinese Computing written by Juanzi Li and published by Springer. This book was released on 2015-10-07 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th CCF Conference, NLPCC 2015, held in Nanchang, China, in October 2015. The 35 revised full papers presented together with 22 short papers were carefully reviewed and selected from 238 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; NLP for search technology and ads; web mining; knowledge acquisition and information extraction.

Representation Learning for Natural Language Processing

Author : Zhiyuan Liu
Publisher : Springer Nature
ISBN 13 : 9819916003
Total Pages : 535 pages
Book Rating : 4.8/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Representation Learning for Natural Language Processing by : Zhiyuan Liu

Download or read book Representation Learning for Natural Language Processing written by Zhiyuan Liu and published by Springer Nature. This book was released on 2023-08-23 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-training techniques. Part II then introduces the related representation techniques to NLP, including graphs, cross-modal entries, and robustness. Part III then introduces the representation techniques for the knowledge that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, legal domain knowledge and biomedical domain knowledge. Lastly, Part IV discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing. As compared to the first edition, the second edition (1) provides a more detailed introduction to representation learning in Chapter 1; (2) adds four new chapters to introduce pre-trained language models, robust representation learning, legal knowledge representation learning and biomedical knowledge representation learning; (3) updates recent advances in representation learning in all chapters; and (4) corrects some errors in the first edition. The new contents will be approximately 50%+ compared to the first edition. This is an open access book.

New Trends of Research in Ontologies and Lexical Resources

Author : Alessandro Oltramari
Publisher : Springer Science & Business Media
ISBN 13 : 3642317820
Total Pages : 289 pages
Book Rating : 4.6/5 (423 download)

DOWNLOAD NOW!

Book Synopsis New Trends of Research in Ontologies and Lexical Resources by : Alessandro Oltramari

Download or read book New Trends of Research in Ontologies and Lexical Resources written by Alessandro Oltramari and published by Springer Science & Business Media. This book was released on 2013-02-01 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to exchange knowledge, humans need to share a common lexicon of words as well as to access the world models underlying that lexicon. What is a natural process for a human turns out to be an extremely hard task for a machine: computers can’t represent knowledge as effectively as humans do, which hampers, for example, meaning disambiguation and communication. Applied ontologies and NLP have been developed to face these challenges. Integrating ontologies with (possibly multilingual) lexical resources is an essential requirement to make human language understandable by machines, and also to enable interoperability and computability across information systems and, ultimately, in the Web. This book explores recent advances in the integration of ontologies and lexical resources, including questions such as building the required infrastructure (e.g., the Semantic Web) and different formalisms, methods and platforms for eliciting, analyzing and encoding knowledge contents (e.g., multimedia, emotions, events, etc.). The contributors look towards next-generation technologies, shifting the focus from the state of the art to the future of Ontologies and Lexical Resources. This work will be of interest to research scientists, graduate students, and professionals in the fields of knowledge engineering, computational linguistics, and semantic technologies.

4th EAI International Conference on Robotic Sensor Networks

Author : Shenglin Mu
Publisher : Springer Nature
ISBN 13 : 3030704513
Total Pages : 136 pages
Book Rating : 4.0/5 (37 download)

DOWNLOAD NOW!

Book Synopsis 4th EAI International Conference on Robotic Sensor Networks by : Shenglin Mu

Download or read book 4th EAI International Conference on Robotic Sensor Networks written by Shenglin Mu and published by Springer Nature. This book was released on 2021-07-29 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents papers presented at the 4th EAI International Conference on Robotic Sensor Networks. The conference explored the integration of networks and robotic technologies, which has become a topic of increasing interest for both researchers and developers from academic fields and industries worldwide. The authors explore how big networks are becoming the main tool for the next generation of robotic research, owing to the explosive number of networks models and the increased computational power of computers. The papers discuss how these trends significantly extend the number of potential applications for robotic technologies while also bringing new challenges to the networks’ communities. The 2nd EAI International Conference on Robotic Sensor Networks was held online on November 21-22, 2020.

Linguistic Linked Data

Author : Philipp Cimiano
Publisher : Springer Nature
ISBN 13 : 3030302253
Total Pages : 286 pages
Book Rating : 4.0/5 (33 download)

DOWNLOAD NOW!

Book Synopsis Linguistic Linked Data by : Philipp Cimiano

Download or read book Linguistic Linked Data written by Philipp Cimiano and published by Springer Nature. This book was released on 2020-01-13 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first monograph on the emerging area of linguistic linked data. Presenting a combination of background information on linguistic linked data and concrete implementation advice, it introduces and discusses the main benefits of applying linked data (LD) principles to the representation and publication of linguistic resources, arguing that LD does not look at a single resource in isolation but seeks to create a large network of resources that can be used together and uniformly, and so making more of the single resource. The book describes how the LD principles can be applied to modelling language resources. The first part provides the foundation for understanding the remainder of the book, introducing the data models, ontology and query languages used as the basis of the Semantic Web and LD and offering a more detailed overview of the Linguistic Linked Data Cloud. The second part of the book focuses on modelling language resources using LD principles, describing how to model lexical resources using Ontolex-lemon, the lexicon model for ontologies, and how to annotate and address elements of text represented in RDF. It also demonstrates how to model annotations, and how to capture the metadata of language resources. Further, it includes a chapter on representing linguistic categories. In the third part of the book, the authors describe how language resources can be transformed into LD and how links can be inferred and added to the data to increase connectivity and linking between different datasets. They also discuss using LD resources for natural language processing. The last part describes concrete applications of the technologies: representing and linking multilingual wordnets, applications in digital humanities and the discovery of language resources. Given its scope, the book is relevant for researchers and graduate students interested in topics at the crossroads of natural language processing / computational linguistics and the Semantic Web / linked data. It appeals to Semantic Web experts who are not proficient in applying the Semantic Web and LD principles to linguistic data, as well as to computational linguists who are used to working with lexical and linguistic resources wanting to learn about a new paradigm for modelling, publishing and exploiting linguistic resources.

Multiword expressions in lexical resources

Author : Voula Giouli
Publisher : BoD – Books on Demand
ISBN 13 : 3985540993
Total Pages : 374 pages
Book Rating : 4.9/5 (855 download)

DOWNLOAD NOW!

Book Synopsis Multiword expressions in lexical resources by : Voula Giouli

Download or read book Multiword expressions in lexical resources written by Voula Giouli and published by BoD – Books on Demand. This book was released on 2024-05-17 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains chapters that paint the current landscape of the multiword expressions (MWE) representation in lexical resources, in view of their robust identification and computational processing. Both large-size general lexica and smaller MWE-centred ones are included, with special focus on the representation decisions and mechanisms that facilitate their usage in Natural Language Processing tasks. The presentations go beyond the morpho-syntactic description of MWEs, into their semantics. One challenge in representing MWEs in lexical resources is ensuring that the variability along with extra features required by the different types of MWEs can be captured efficiently. In this respect, recommendations for representing MWEs in mono- and multilingual computational lexicons have been proposed; these focus mainly on the syntactic and semantic properties of support verbs and noun compounds and their proper encoding thereof.