Buch, Englisch, 111 Seiten, Format (B × H): 155 mm x 235 mm
Words, Meaning, and Modeling
Buch, Englisch, 111 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Lecture Notes in Morphogenesis
ISBN: 978-3-032-22808-6
Verlag: Springer
This book explores the goodness of fit, or lack thereof, between linguistic phenomena—more specifically in lexical semantics—and the mathematical and computational models that seek to account for those phenomena. In particular, the largely predominant vector-based paradigm and its construction based on massive scanning of text corpora are examined.
Following the structuralists, this book defends a complementary approach grounded in the need to take into account the major paradigmatic and syntagmatic relations that structure language and its acquisition. To address this need, a formal framework is proposed that relies on the notions of paradigmatic and syntagmatic arborescences in order to account for context-based variations in meaning, semantic isotopies, and the effects of negation. This model is parsimonious in terms of both the size of the required corpora and that of the arborescences themselves.
The target audience comprises researchers and experts in the field. This book is also beneficial for graduate and post-graduate students.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Geisteswissenschaften Sprachwissenschaft Computerlinguistik, Korpuslinguistik
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
- Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
Weitere Infos & Material
Sign and Content Form.- Lexical links and Content Form.- Syntax and Lexical Anchoring.- Models and Domains: Effects and Fit.- Model Units, and Polysemy.- Tree-like Structure.- Content-Form Arborescences.- Basic Operators.- Syntagmatic Arborescences.- Conclusion.
