Iryna Gurevych (75 results)
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Published by Springer International Publishing AG, CH, 2016
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Paperback. Condition: New. 1st. 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 cons…tructed 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.
Language Processing and Knowledge in the Web : 25th International Conference, Gscl 2013, Darmstadt, Germany, September 25-27, 2013, Proceedings
Gurevych, Iryna (EDT); Biemann, Chris (EDT); Zesch, Torsten (EDT)
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Language: English
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Language Processing and Knowledge in the Web : 25th International Conference, Gscl 2013, Darmstadt, Germany, September 25-27, 2013, Proceedings
Gurevych, Iryna (EDT); Biemann, Chris (EDT); Zesch, Torsten (EDT)
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Language: English
Published by Springer, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
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Language: English
Published by Springer, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
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Language: English
Published by Springer 2016-07, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
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Language: English
Published by Morgan & Claypool Publishers, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
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Language: English
Published by Springer, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
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Language: English
Published by Springer, 2016
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Language Processing and Knowledge in the Web : 25th International Conference, Gscl 2013, Darmstadt, Germany, September 25-27, 2013, Proceedings
Gurevych, Iryna (EDT); Biemann, Chris (EDT); Zesch, Torsten (EDT)
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Language Processing and Knowledge in the Web : 25th International Conference, Gscl 2013, Darmstadt, Germany, September 25-27, 2013, Proceedings
Gurevych, Iryna (EDT); Biemann, Chris (EDT); Zesch, Torsten (EDT)
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Language Processing and Knowledge in the Web: 25th International Conference, GSCL 2013, Darmstadt, Germany, September 25-27, 2013, Proceedings
Gurevych, Iryna (Edited by)/ Biemann, Chris (Edited by)/ Zesch, Torsten (Edited by)
- Softcover
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Language: English
Published by Springer, 2013
Series: Book 8 of 16 - Theory and Applications of Natural Language Processing
- Hardcover
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Language: English
Published by Springer, 2015
Series: Book 8 of 16 - Theory and Applications of Natural Language Processing
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Language: English
Published by Springer International Publishing, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 r…ange 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.
- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the refereed conference proceedings of the 25th International Conference on Language Processing and Knowledge in the Web, GSCL 2013, held in Darmstadt, Germany, in September 2013. The 20 revised full papers were carefully sele…cted from numerous submissions and cover topics on language processing and knowledge in the Web on several important dimensions, such as computational linguistics, language technology, and processing of unstructured textual content in the Web.
Language: English
Published by Springer, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
- Softcover
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Taschenbuch. Condition: Neu. Linked Lexical Knowledge Bases | Foundations and Applications | Iryna Gurevych (u. a.) | Taschenbuch | Synthesis Lectures on Human Language Technologies | xxi | Englisch | 2016 | Springer | EAN 9783031010347 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelber…g, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer, 2013
Series: Book 8 of 16 - Theory and Applications of Natural Language Processing
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Taschenbuch. Condition: Neu. Language Processing and Knowledge in the Web | 25th International Conference, GSCL 2013, Darmstadt, Germany, September 25-27, 2013, Proceedings | Iryna Gurevych (u. a.) | Taschenbuch | xvi | Englisch | 2013 | Springer | EAN 9783642407215 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tier…gartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer International Publishing AG, CH, 2016
Series: Book 8 of 11 - Synthesis Lectures on Human Language Technologies
- Softcover
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Paperback. Condition: New. 1st.
Language: English
Published by Springer, 2013
Series: Book 8 of 16 - Theory and Applications of Natural Language Processing
- Hardcover
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