Studying word meaning evolution through incremental semantic shift detection
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 …
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 …
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
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 …
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 …
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
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 …
social practices, events and political circumstances, is relevant in Natural Language …
Political dogwhistles and community divergence in semantic change
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 …
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 …
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 …
semantic change, emphasizing the need for comprehensive monitoring and visualization …
In search of meaning and its representations for computational linguistics
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 …
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?
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) …
the expressions changing with regard to their “hidden”(in-group) and “public”(out-group) …