Téléchargez le livre : Word Embeddings: Reliability & Semantic Change

Word Embeddings: Reliability & Semantic Change



de

Éditeur :

SAGE Publications Ltd


Paru le : 2019-08-15



eBook Téléchargement , DRM LCP 🛈 DRM Adobe 🛈
Lecture en ligne (streaming)
55,44 €
Téléchargement immédiat
Dès validation de votre commande
Ajouter à ma liste d'envies
Image Louise Reader présentation

Louise Reader

Lisez ce titre sur l'application Louise Reader.

badge apple Application Louise Reader
badge Android Application Louise Reader
Description
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.
Pages
188 pages
Collection
n.c
Parution
2019-08-15
Marque
SAGE Publications Ltd
EAN papier
9781614999942
EAN PDF
9781614999959
Informations sur l'ebook
Nombre pages copiables
9
Nombre pages imprimables
9
Taille du fichier
7270 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
55,44 €

Suggestions personnalisées