Where words get their meaning :: cognitive processing and distributional modelling of word meaning in first and second language /
"Words are not just labels for conceptual categories. Words construct conceptual categories, frame situations and influence behavior. Where do they get their meaning? This book describes how words acquire their meaning. The author argues that mechanisms based on associations, pattern detection,...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam ; Philadelphia :
John Benjamins Publishing Company,
[2020].
|
| Schriftenreihe: | Converging evidence in language and communication research ;
v. 23. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "Words are not just labels for conceptual categories. Words construct conceptual categories, frame situations and influence behavior. Where do they get their meaning? This book describes how words acquire their meaning. The author argues that mechanisms based on associations, pattern detection, and feature matching processes explain how words acquire their meaning from experience and from language alike. Such mechanisms are summarized by the distributional hypothesis, a computational theory of meaning originally applied to word occurrences only, and hereby extended to extra-linguistic contexts. By arguing in favor of the cognitive foundations of the distributional hypothesis, which suggests that words that appear in similar contexts have similar meaning, this book offers a theoretical account for word meaning construction and extension in first and second language that bridges empirical findings from cognitive and computer sciences. Plain language and illustrations accompany the text, making this book accessible to a multidisciplinary academic audience"-- |
| Beschreibung: | 1 online resource (ix, 208 pages) : illustrations (some color). |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9789027260420 9027260427 |
| ISSN: | 1566-7774 ; |
Internformat
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| 100 | 1 | |a Bolognesi, Marianna, |e author. | |
| 245 | 1 | 0 | |a Where words get their meaning : |b cognitive processing and distributional modelling of word meaning in first and second language / |c Marianna Bolognesi, University of Bologna. |
| 264 | 1 | |a Amsterdam ; |a Philadelphia : |b John Benjamins Publishing Company, |c [2020]. | |
| 264 | 4 | |c ©2020 | |
| 300 | |a 1 online resource (ix, 208 pages) : |b illustrations (some color). | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b n |2 rdamedia | ||
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| 490 | 1 | |a Converging evidence in language and communication research (CELCR), |x 1566-7774 ; |v volume 23 | |
| 504 | |a Includes bibliographical references and index. | ||
| 520 | |a "Words are not just labels for conceptual categories. Words construct conceptual categories, frame situations and influence behavior. Where do they get their meaning? This book describes how words acquire their meaning. The author argues that mechanisms based on associations, pattern detection, and feature matching processes explain how words acquire their meaning from experience and from language alike. Such mechanisms are summarized by the distributional hypothesis, a computational theory of meaning originally applied to word occurrences only, and hereby extended to extra-linguistic contexts. By arguing in favor of the cognitive foundations of the distributional hypothesis, which suggests that words that appear in similar contexts have similar meaning, this book offers a theoretical account for word meaning construction and extension in first and second language that bridges empirical findings from cognitive and computer sciences. Plain language and illustrations accompany the text, making this book accessible to a multidisciplinary academic audience"-- |c Provided by publisher. | ||
| 588 | |a Description based on online resource; title from digital title page (viewed on November 25, 2020). | ||
| 505 | 0 | |a Intro -- Where Words Get their Meaning -- Editorial page -- Title page -- Copyright page -- Dedication page -- Table of contents -- Acknowledgements -- 1. Word power -- 1.1 Introduction -- 1.2 Outline of the book -- 1.3 What this book is about and what it leaves out -- 1.4 A final remark on the parallel between human and artificial mind -- Part 1. Word meaning construction and representation in the human mind -- 2. Word meaning mental representation -- 2.1 Learning words: A developmental perspective -- 2.2 Cross-situational learning -- 2.3 Words denoting abstract vs. concrete concepts | |
| 505 | 8 | |a 2.4 How words construct meaning -- 2.5 Summary -- 3. Word meaning extension: Deriving new meanings from old ones -- 3.1 Word meaning representation and conceptual representation -- 3.2 Meaning extension by polysemy -- 3.3 Meaning extension by metonymy -- 3.4 Meaning extension by metaphor -- 3.5 Summary -- 4. The bilingual mind and the bilingual mental lexicon -- 4.1 Theoretical models of the bilingual mental lexicon -- 4.2 Word associations in native speakers and language learners -- 4.3 Incidental vocabulary leaning | |
| 505 | 8 | |a 4.4 Statistical learning based on crossing linguistic contexts and crossing situations -- 4.5 Pattern detection: A hallmark of human cognition -- World-to-world associations -- Word-to-world associations -- Word-to-word associations -- 4.6 Summary -- Part 2 .Word meaning construction and representation in the artificial mind -- 5. Distributional models and word embeddings -- 5.1 You shall know a word by the company it keeps -- 5.2 Constructing distributional models -- 5.3 Macro types of distributional models -- 5.3.1 Structured and unstructured models -- 5.3.2 Explicit and implicit vectors | |
| 505 | 8 | |a 5.4 From frequency-based models to word embeddings -- 5.5 Summary -- 6. Evaluating distributional models -- 6.1 Evaluating distributional models against psychological data -- 6.2 Learning associations by conditioning -- 6.3 Associative and discriminative learning -- 6.4 Grounded and ungrounded symbols -- 6.5 Word meaning in native speakers, language learners, and distributional models -- 6.6 Summary -- 7. Distributional models beyond language -- 7.1 Word meaning is both, embodied and symbolic -- 7.2 Multimodal representation of word meaning | |
| 505 | 8 | |a 7.3 Flickr Distributional Tagspace, a distributional model based on annotated images -- 7.4 From word-to-world to world-to-world modelling -- 7.5 Summary -- Part 3. Converging evidence in language and communication research -- 8. Where words get their meaning -- 8.1 How language and experience construct categories -- 8.2 Word-to-world associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.3 Word-to-word associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.4 Word meaning organization in the L1 and L2 -- 8.5 Summary | |
| 650 | 0 | |a Semantics |x Psychological aspects. | |
| 650 | 0 | |a Language acquisition. |0 http://id.loc.gov/authorities/subjects/sh85074511 | |
| 650 | 0 | |a Cognition in children. |0 http://id.loc.gov/authorities/subjects/sh85027749 | |
| 650 | 0 | |a Second language acquisition. |0 http://id.loc.gov/authorities/subjects/sh86005959 | |
| 650 | 2 | |a Language Development |0 https://id.nlm.nih.gov/mesh/D007804 | |
| 650 | 6 | |a Sémantique |x Aspect psychologique. | |
| 650 | 6 | |a Langage |x Acquisition. | |
| 650 | 6 | |a Cognition chez l'enfant. | |
| 650 | 6 | |a Langue seconde |x Acquisition. | |
| 650 | 7 | |a Cognition in children |2 fast | |
| 650 | 7 | |a Language acquisition |2 fast | |
| 650 | 7 | |a Second language acquisition |2 fast | |
| 650 | 7 | |a Semantics |x Psychological aspects |2 fast | |
| 655 | 4 | |a Electronic book. | |
| 758 | |i has work: |a Where words get their meaning (Text) |1 https://id.oclc.org/worldcat/entity/E39PCH3RvDCTFwY4bPtpxQYdHy |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Bolognesi, Marianna. |t Where words get their meaning |d Amsterdam ; Philadelphia : John Benjamins Publishing Company, 2020. |z 9789027208019 |w (DLC) 2020040110 |
| 830 | 0 | |a Converging evidence in language and communication research ; |v v. 23. |0 http://id.loc.gov/authorities/names/n00096329 | |
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| 938 | |a ProQuest Ebook Central |b EBLB |n EBL6385901 | ||
| 938 | |a Askews and Holts Library Services |b ASKH |n AH37672203 | ||
| 938 | |a EBSCOhost |b EBSC |n 2658083 | ||
| 994 | |a 92 |b GEBAY | ||
| 912 | |a ZDB-4-EBA | ||
| 049 | |a DE-863 | ||
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| contents | Intro -- Where Words Get their Meaning -- Editorial page -- Title page -- Copyright page -- Dedication page -- Table of contents -- Acknowledgements -- 1. Word power -- 1.1 Introduction -- 1.2 Outline of the book -- 1.3 What this book is about and what it leaves out -- 1.4 A final remark on the parallel between human and artificial mind -- Part 1. Word meaning construction and representation in the human mind -- 2. Word meaning mental representation -- 2.1 Learning words: A developmental perspective -- 2.2 Cross-situational learning -- 2.3 Words denoting abstract vs. concrete concepts 2.4 How words construct meaning -- 2.5 Summary -- 3. Word meaning extension: Deriving new meanings from old ones -- 3.1 Word meaning representation and conceptual representation -- 3.2 Meaning extension by polysemy -- 3.3 Meaning extension by metonymy -- 3.4 Meaning extension by metaphor -- 3.5 Summary -- 4. The bilingual mind and the bilingual mental lexicon -- 4.1 Theoretical models of the bilingual mental lexicon -- 4.2 Word associations in native speakers and language learners -- 4.3 Incidental vocabulary leaning 4.4 Statistical learning based on crossing linguistic contexts and crossing situations -- 4.5 Pattern detection: A hallmark of human cognition -- World-to-world associations -- Word-to-world associations -- Word-to-word associations -- 4.6 Summary -- Part 2 .Word meaning construction and representation in the artificial mind -- 5. Distributional models and word embeddings -- 5.1 You shall know a word by the company it keeps -- 5.2 Constructing distributional models -- 5.3 Macro types of distributional models -- 5.3.1 Structured and unstructured models -- 5.3.2 Explicit and implicit vectors 5.4 From frequency-based models to word embeddings -- 5.5 Summary -- 6. Evaluating distributional models -- 6.1 Evaluating distributional models against psychological data -- 6.2 Learning associations by conditioning -- 6.3 Associative and discriminative learning -- 6.4 Grounded and ungrounded symbols -- 6.5 Word meaning in native speakers, language learners, and distributional models -- 6.6 Summary -- 7. Distributional models beyond language -- 7.1 Word meaning is both, embodied and symbolic -- 7.2 Multimodal representation of word meaning 7.3 Flickr Distributional Tagspace, a distributional model based on annotated images -- 7.4 From word-to-world to world-to-world modelling -- 7.5 Summary -- Part 3. Converging evidence in language and communication research -- 8. Where words get their meaning -- 8.1 How language and experience construct categories -- 8.2 Word-to-world associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.3 Word-to-word associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.4 Word meaning organization in the L1 and L2 -- 8.5 Summary |
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| dewey-search | 401/.43 |
| dewey-sort | 3401 243 |
| dewey-tens | 400 - Language |
| discipline | Sprachwissenschaft |
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| indexdate | 2024-11-27T13:30:03Z |
| institution | BVB |
| isbn | 9789027260420 9027260427 |
| issn | 1566-7774 ; |
| language | English |
| lccn | 2020040111 |
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| physical | 1 online resource (ix, 208 pages) : illustrations (some color). |
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| series | Converging evidence in language and communication research ; |
| series2 | Converging evidence in language and communication research (CELCR), |
| spelling | Bolognesi, Marianna, author. Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / Marianna Bolognesi, University of Bologna. Amsterdam ; Philadelphia : John Benjamins Publishing Company, [2020]. ©2020 1 online resource (ix, 208 pages) : illustrations (some color). text txt rdacontent computer n rdamedia online resource nc rdacarrier Converging evidence in language and communication research (CELCR), 1566-7774 ; volume 23 Includes bibliographical references and index. "Words are not just labels for conceptual categories. Words construct conceptual categories, frame situations and influence behavior. Where do they get their meaning? This book describes how words acquire their meaning. The author argues that mechanisms based on associations, pattern detection, and feature matching processes explain how words acquire their meaning from experience and from language alike. Such mechanisms are summarized by the distributional hypothesis, a computational theory of meaning originally applied to word occurrences only, and hereby extended to extra-linguistic contexts. By arguing in favor of the cognitive foundations of the distributional hypothesis, which suggests that words that appear in similar contexts have similar meaning, this book offers a theoretical account for word meaning construction and extension in first and second language that bridges empirical findings from cognitive and computer sciences. Plain language and illustrations accompany the text, making this book accessible to a multidisciplinary academic audience"-- Provided by publisher. Description based on online resource; title from digital title page (viewed on November 25, 2020). Intro -- Where Words Get their Meaning -- Editorial page -- Title page -- Copyright page -- Dedication page -- Table of contents -- Acknowledgements -- 1. Word power -- 1.1 Introduction -- 1.2 Outline of the book -- 1.3 What this book is about and what it leaves out -- 1.4 A final remark on the parallel between human and artificial mind -- Part 1. Word meaning construction and representation in the human mind -- 2. Word meaning mental representation -- 2.1 Learning words: A developmental perspective -- 2.2 Cross-situational learning -- 2.3 Words denoting abstract vs. concrete concepts 2.4 How words construct meaning -- 2.5 Summary -- 3. Word meaning extension: Deriving new meanings from old ones -- 3.1 Word meaning representation and conceptual representation -- 3.2 Meaning extension by polysemy -- 3.3 Meaning extension by metonymy -- 3.4 Meaning extension by metaphor -- 3.5 Summary -- 4. The bilingual mind and the bilingual mental lexicon -- 4.1 Theoretical models of the bilingual mental lexicon -- 4.2 Word associations in native speakers and language learners -- 4.3 Incidental vocabulary leaning 4.4 Statistical learning based on crossing linguistic contexts and crossing situations -- 4.5 Pattern detection: A hallmark of human cognition -- World-to-world associations -- Word-to-world associations -- Word-to-word associations -- 4.6 Summary -- Part 2 .Word meaning construction and representation in the artificial mind -- 5. Distributional models and word embeddings -- 5.1 You shall know a word by the company it keeps -- 5.2 Constructing distributional models -- 5.3 Macro types of distributional models -- 5.3.1 Structured and unstructured models -- 5.3.2 Explicit and implicit vectors 5.4 From frequency-based models to word embeddings -- 5.5 Summary -- 6. Evaluating distributional models -- 6.1 Evaluating distributional models against psychological data -- 6.2 Learning associations by conditioning -- 6.3 Associative and discriminative learning -- 6.4 Grounded and ungrounded symbols -- 6.5 Word meaning in native speakers, language learners, and distributional models -- 6.6 Summary -- 7. Distributional models beyond language -- 7.1 Word meaning is both, embodied and symbolic -- 7.2 Multimodal representation of word meaning 7.3 Flickr Distributional Tagspace, a distributional model based on annotated images -- 7.4 From word-to-world to world-to-world modelling -- 7.5 Summary -- Part 3. Converging evidence in language and communication research -- 8. Where words get their meaning -- 8.1 How language and experience construct categories -- 8.2 Word-to-world associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.3 Word-to-word associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.4 Word meaning organization in the L1 and L2 -- 8.5 Summary Semantics Psychological aspects. Language acquisition. http://id.loc.gov/authorities/subjects/sh85074511 Cognition in children. http://id.loc.gov/authorities/subjects/sh85027749 Second language acquisition. http://id.loc.gov/authorities/subjects/sh86005959 Language Development https://id.nlm.nih.gov/mesh/D007804 Sémantique Aspect psychologique. Langage Acquisition. Cognition chez l'enfant. Langue seconde Acquisition. Cognition in children fast Language acquisition fast Second language acquisition fast Semantics Psychological aspects fast Electronic book. has work: Where words get their meaning (Text) https://id.oclc.org/worldcat/entity/E39PCH3RvDCTFwY4bPtpxQYdHy https://id.oclc.org/worldcat/ontology/hasWork Print version: Bolognesi, Marianna. Where words get their meaning Amsterdam ; Philadelphia : John Benjamins Publishing Company, 2020. 9789027208019 (DLC) 2020040110 Converging evidence in language and communication research ; v. 23. http://id.loc.gov/authorities/names/n00096329 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2658083 Volltext |
| spellingShingle | Bolognesi, Marianna Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / Converging evidence in language and communication research ; Intro -- Where Words Get their Meaning -- Editorial page -- Title page -- Copyright page -- Dedication page -- Table of contents -- Acknowledgements -- 1. Word power -- 1.1 Introduction -- 1.2 Outline of the book -- 1.3 What this book is about and what it leaves out -- 1.4 A final remark on the parallel between human and artificial mind -- Part 1. Word meaning construction and representation in the human mind -- 2. Word meaning mental representation -- 2.1 Learning words: A developmental perspective -- 2.2 Cross-situational learning -- 2.3 Words denoting abstract vs. concrete concepts 2.4 How words construct meaning -- 2.5 Summary -- 3. Word meaning extension: Deriving new meanings from old ones -- 3.1 Word meaning representation and conceptual representation -- 3.2 Meaning extension by polysemy -- 3.3 Meaning extension by metonymy -- 3.4 Meaning extension by metaphor -- 3.5 Summary -- 4. The bilingual mind and the bilingual mental lexicon -- 4.1 Theoretical models of the bilingual mental lexicon -- 4.2 Word associations in native speakers and language learners -- 4.3 Incidental vocabulary leaning 4.4 Statistical learning based on crossing linguistic contexts and crossing situations -- 4.5 Pattern detection: A hallmark of human cognition -- World-to-world associations -- Word-to-world associations -- Word-to-word associations -- 4.6 Summary -- Part 2 .Word meaning construction and representation in the artificial mind -- 5. Distributional models and word embeddings -- 5.1 You shall know a word by the company it keeps -- 5.2 Constructing distributional models -- 5.3 Macro types of distributional models -- 5.3.1 Structured and unstructured models -- 5.3.2 Explicit and implicit vectors 5.4 From frequency-based models to word embeddings -- 5.5 Summary -- 6. Evaluating distributional models -- 6.1 Evaluating distributional models against psychological data -- 6.2 Learning associations by conditioning -- 6.3 Associative and discriminative learning -- 6.4 Grounded and ungrounded symbols -- 6.5 Word meaning in native speakers, language learners, and distributional models -- 6.6 Summary -- 7. Distributional models beyond language -- 7.1 Word meaning is both, embodied and symbolic -- 7.2 Multimodal representation of word meaning 7.3 Flickr Distributional Tagspace, a distributional model based on annotated images -- 7.4 From word-to-world to world-to-world modelling -- 7.5 Summary -- Part 3. Converging evidence in language and communication research -- 8. Where words get their meaning -- 8.1 How language and experience construct categories -- 8.2 Word-to-world associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.3 Word-to-word associations in constructing the meaning of words denoting concrete and abstract concepts -- 8.4 Word meaning organization in the L1 and L2 -- 8.5 Summary Semantics Psychological aspects. Language acquisition. http://id.loc.gov/authorities/subjects/sh85074511 Cognition in children. http://id.loc.gov/authorities/subjects/sh85027749 Second language acquisition. http://id.loc.gov/authorities/subjects/sh86005959 Language Development https://id.nlm.nih.gov/mesh/D007804 Sémantique Aspect psychologique. Langage Acquisition. Cognition chez l'enfant. Langue seconde Acquisition. Cognition in children fast Language acquisition fast Second language acquisition fast Semantics Psychological aspects fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85074511 http://id.loc.gov/authorities/subjects/sh85027749 http://id.loc.gov/authorities/subjects/sh86005959 https://id.nlm.nih.gov/mesh/D007804 |
| title | Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / |
| title_auth | Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / |
| title_exact_search | Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / |
| title_full | Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / Marianna Bolognesi, University of Bologna. |
| title_fullStr | Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / Marianna Bolognesi, University of Bologna. |
| title_full_unstemmed | Where words get their meaning : cognitive processing and distributional modelling of word meaning in first and second language / Marianna Bolognesi, University of Bologna. |
| title_short | Where words get their meaning : |
| title_sort | where words get their meaning cognitive processing and distributional modelling of word meaning in first and second language |
| title_sub | cognitive processing and distributional modelling of word meaning in first and second language / |
| topic | Semantics Psychological aspects. Language acquisition. http://id.loc.gov/authorities/subjects/sh85074511 Cognition in children. http://id.loc.gov/authorities/subjects/sh85027749 Second language acquisition. http://id.loc.gov/authorities/subjects/sh86005959 Language Development https://id.nlm.nih.gov/mesh/D007804 Sémantique Aspect psychologique. Langage Acquisition. Cognition chez l'enfant. Langue seconde Acquisition. Cognition in children fast Language acquisition fast Second language acquisition fast Semantics Psychological aspects fast |
| topic_facet | Semantics Psychological aspects. Language acquisition. Cognition in children. Second language acquisition. Language Development Sémantique Aspect psychologique. Langage Acquisition. Cognition chez l'enfant. Langue seconde Acquisition. Cognition in children Language acquisition Second language acquisition Semantics Psychological aspects Electronic book. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2658083 |
| work_keys_str_mv | AT bolognesimarianna wherewordsgettheirmeaningcognitiveprocessinganddistributionalmodellingofwordmeaninginfirstandsecondlanguage |