Skip to product information
1 of 0

Polysemy in Semantics with Contextualized Language Models

Publisher:

Regular price $129.00
Regular price $0.00 Sale price $129.00
Sold out
What makes two meanings of the same word feel closely related, while others seem almost independent? Why do people and AI systems confuse some senses but easily distinguish others? This book tackles these questions through...
Read More
  • 18 March 2027
View Product Details
What makes two meanings of the same word feel closely related, while others seem almost independent? Why do people and AI systems confuse some senses but easily distinguish others? This book tackles these questions through a comprehensive study of verbal polysemy. Combining corpus analysis, human experiments, and contextualized language models, it investigates how polysemous senses are distributed, perceived, represented, and interpreted in context. The findings show that sense boundaries are not fixed categories but form a continuum shaped by semantic connectivity among meanings. Building on these results, the book introduces the Generative Activation Package Model (GAPM), a new framework for explaining semantic multiplicity and sense interaction. Offering both a methodological bridge between linguistics and AI and a new perspective on lexical meaning, this book will be essential reading for researchers in semantics, pragmatics, cognitive linguistics, corpus linguistics, and natural language processing.
files/i.png Icon
Price: $129.00
Publisher: Brill
Imprint: Brill
Series: Language and Computers
Publication Date: 18 March 2027
ISBN: 9789004779891
Format: Hardcover
REVIEWS Icon
Hanjung Lee, Ph.D. (2001), Stanford University is Professor of English Linguistics at Sungkyunkwan University. Her research focuses on semantics and computational modelling. She has published in numerous journals, including Language (2024) and Journal of Linguistics (2022, 2016).