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Word Embeddings Reliability Semantic Change


Networds 2015 Word Knowledge And Word Usage
Author: J. Hellrich
Publisher: IOS Press
ISBN: 1614999953
Size: 18.84 MB
Format: PDF, Docs
View: 3613
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Word embeddings are a form of distributional semantics increasingly popular for investigating lexical semantic change. However, typical training algorithms are probabilistic, limiting their reliability and the reproducibility of studies. Johannes Hellrich investigated this problem both empirically and theoretically and found some variants of SVD-based algorithms to be unaffected. Furthermore, he created the JeSemE website to make word embedding based diachronic research more accessible. It provides information on changes in word denotation and emotional connotation in five diachronic corpora. Finally, the author conducted two case studies on the applicability of these methods by investigating the historical understanding of electricity as well as words connected to Romanticism. They showed the high potential of distributional semantics for further applications in the digital humanities.




The Routledge Handbook Of English Language And Digital Humanities


Networds 2015 Word Knowledge And Word Usage
Author: Svenja Adolphs
Publisher: Routledge
ISBN: 1000049728
Size: 37.28 MB
Format: PDF, ePub, Mobi
View: 1658
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The Routledge Handbook of English Language and Digital Humanities serves as a reference point for key developments related to the ways in which the digital turn has shaped the study of the English language and of how the resulting methodological approaches have permeated other disciplines. It draws on modern linguistics and discourse analysis for its analytical methods and applies these approaches to the exploration and theorisation of issues within the humanities. Divided into three sections, this handbook covers: sources and corpora; analytical approaches; English language at the interface with other areas of research in the digital humanities. In covering these areas, more traditional approaches and methodologies in the humanities are recast and research challenges are re-framed through the lens of the digital. The essays in this volume highlight the opportunities for new questions to be asked and long-standing questions to be reconsidered when drawing on the digital in humanities research. This is a ground-breaking collection of essays offering incisive and essential reading for anyone with an interest in the English language and digital humanities.




Agents And Artificial Intelligence


Networds 2015 Word Knowledge And Word Usage
Author: Jaap van den Herik
Publisher: Springer
ISBN: 3030054535
Size: 61.98 MB
Format: PDF, ePub
View: 7682
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This book contains the revised and extended versions of selected papers from the 10th International Conference, ICAART 2018, held in Funchal, Madeira, Portugal, in January 2018. The 45 full papers together with 42 short papers and 26 Posters were carefully reviewed and selected from 161 initial submissions. The papers are organized in topics such as Agents, Artificial Intelligence, Semantic Web, Multi-Agent Systems, Distributed Problem Solving, Agent Communication and much more.




Perception Metaphors


Networds 2015 Word Knowledge And Word Usage
Author: Laura J. Speed
Publisher: John Benjamins Publishing Company
ISBN: 9027263043
Size: 71.76 MB
Format: PDF, ePub, Docs
View: 731
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Metaphor allows us to think and talk about one thing in terms of another, ratcheting up our cognitive and expressive capacity. It gives us concrete terms for abstract phenomena, for example, ideas become things we can grasp or let go of. Perceptual experience—characterised as physical and relatively concrete—should be an ideal source domain in metaphor, and a less likely target. But is this the case across diverse languages? And are some sensory modalities perhaps more concrete than others? This volume presents critical new data on perception metaphors from over 40 languages, including many which are under-studied. Aside from the wealth of data from diverse languages—modern and historical; spoken and signed—a variety of methods (e.g., natural language corpora, experimental) and theoretical approaches are brought together. This collection highlights how perception metaphor can offer both a bedrock of common experience and a source of continuing innovation in human communication.



NetWordS 2015, Word Knowledge and Word Usage
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2015 - Publisher:
Books about NetWordS 2015, Word Knowledge and Word Usage
The Routledge Handbook of English Language and Digital Humanities
Language: en
Pages: 606
Authors: Svenja Adolphs, Dawn Knight
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2020-04-16 - Publisher: Routledge
The Routledge Handbook of English Language and Digital Humanities serves as a reference point for key developments related to the ways in which the digital turn has shaped the study of the English language and of how the resulting methodological approaches have permeated other disciplines. It draws on modern linguistics
Word Embeddings: Reliability & Semantic Change
Language: en
Pages: 188
Authors: J. Hellrich
Categories: Computers
Type: BOOK - Published: 2019-08-08 - Publisher: IOS Press
Word embeddings are a form of distributional semantics increasingly popular for investigating lexical semantic change. However, typical training algorithms are probabilistic, limiting their reliability and the reproducibility of studies. Johannes Hellrich investigated this problem both empirically and theoretically and found some variants of SVD-based algorithms to be unaffected. Furthermore, he
Agents and Artificial Intelligence
Language: en
Pages: 515
Authors: Jaap van den Herik, Ana Paula Rocha
Categories: Computers
Type: BOOK - Published: 2018-12-30 - Publisher: Springer
This book contains the revised and extended versions of selected papers from the 10th International Conference, ICAART 2018, held in Funchal, Madeira, Portugal, in January 2018. The 45 full papers together with 42 short papers and 26 Posters were carefully reviewed and selected from 161 initial submissions. The papers are
Perception Metaphors
Language: en
Pages: 382
Authors: Laura J. Speed, Carolyn O'Meara, Lila San Roque, Asifa Majid
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2019-02-15 - Publisher: John Benjamins Publishing Company
Metaphor allows us to think and talk about one thing in terms of another, ratcheting up our cognitive and expressive capacity. It gives us concrete terms for abstract phenomena, for example, ideas become things we can grasp or let go of. Perceptual experience—characterised as physical and relatively concrete—should be an