Contextualized embeddings for semantic change detection: Lessons learned

We present a qualitative analysis of the (potentially erroneous) outputs of contextualized embedding-based methods for detecting diachronic semantic change. First, we introduce an ensemble method outperforming previously described contextualized approaches. This method is used as a basis for an in-...

Full description

Saved in:
Bibliographic Details
Main Authors: Andrey Kutuzov, Erik Velldal, Lilja Øvrelid
Format: Article
Language:English
Published: Linköping University Electronic Press 2022-08-01
Series:Northern European Journal of Language Technology
Online Access:https://nejlt.ep.liu.se/article/view/3478
Tags: Add Tag
No Tags, Be the first to tag this record!