Studying word meaning evolution through incremental semantic shift detection

F Periti, S Picascia, S Montanelli, A Ferrara… - Language Resources …, 2024 - Springer
The study of semantic shift, that is, of how words change meaning as a consequence of
social practices, events and political circumstances, is relevant in Natural Language …

Reddit in the Time of COVID

V Veselovsky, A Anderson - … of the International AAAI Conference on …, 2023 - ojs.aaai.org
When the COVID-19 pandemic hit, much of life moved online. Platforms of all types reported
surges of activity, and people remarked on the various important functions that online …

Do not fire the linguist: Grammatical profiles help language models detect semantic change

M Giulianelli, A Kutuzov, L Pivovarova - arXiv preprint arXiv:2204.05717, 2022 - arxiv.org
Morphological and syntactic changes in word usage (as captured, eg, by grammatical
profiles) have been shown to be good predictors of a word's meaning change. In this work …

[PDF][PDF] Towards a complete solution to lexical semantic change: An extension to multiple time periods and diachronic word sense induction

F Periti, N Tahmasebi - Proceedings of the 5th workshop on …, 2024 - aclanthology.org
Thus far, the research community has focused on a simplified computational modeling of
semantic change between two time periods. This simplified view has served as a …

Studying Word Meaning Evolution through Incremental Semantic Shift Detection: A Case Study of Italian Parliamentary Speeches

F Periti, S Picascia, S Montanelli, A Ferrara… - 2023 - air.unimi.it
The study of semantic shifts, that is, of how words change meaning as a consequence of
social practices, events and political circumstances, is relevant in Natural Language …

Political dogwhistles and community divergence in semantic change

M Boholm, A Sayeed - Proceedings of the 4th Workshop on …, 2023 - aclanthology.org
We test whether the development of political dogwhistles can be observed using language
change measures; specifically, does the development of a “hidden” message in a …

The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic

K Harrigian, M Dredze - Proceedings of the 14th ACM Web Science …, 2022 - dl.acm.org
Social media allows researchers to track societal and cultural changes over time based on
language analysis tools. Many of these tools rely on statistical algorithms which need to be …

Seeing the Shift: Keep an Eye on Semantic Changes in Times of LLMs

R Buchmüller, F Körte, D Keim - 2024 IEEE Visualization in …, 2024 - ieeexplore.ieee.org
This position paper discusses the profound impact of Large Language Models (LLMs) on
semantic change, emphasizing the need for comprehensive monitoring and visualization …

In search of meaning and its representations for computational linguistics

S Dobnik, R Cooper, A Ek, B Noble… - Proceedings of the …, 2022 - aclanthology.org
In this paper we examine different meaning representations that are commonly used in
different natural language applications today and discuss their limits, both in terms of the …

[PDF][PDF] Can political dogwhistles be predicted by distributional methods for analysis of lexical semantic change?

M Boholm, B Rönnerstrand, E Breitholtz… - Proceedings of the …, 2024 - aclanthology.org
We show that meaning shifts in political dogwhistle expressions (DWEs) are explained by
the expressions changing with regard to their “hidden”(in-group) and “public”(out-group) …