Unsupervised Lexical Semantic Change Detection with Context-Dependent Word Representations

In this work, we explore the usefulness of contextualized embeddings from language models on lexical semantic change (LSC) detection. With diachronic corpora spanning two time periods, we construct word embeddings for a selected set of target words, aiming at detecting potential LSC of each target w...

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Bibliographic Details
Main Author: You, Huiling
Format: Others
Language:English
Published: Uppsala universitet, Institutionen för lingvistik och filologi 2021
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-444871