A survey on contextualised semantic shift detection
S Montanelli, F Periti - arXiv preprint arXiv:2304.01666, 2023 - arxiv.org
Semantic Shift Detection (SSD) is the task of identifying, interpreting, and assessing the
possible change over time in the meanings of a target word. Traditionally, SSD has been …
possible change over time in the meanings of a target word. Traditionally, SSD has been …
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
FD Zamora-Reina, F Bravo-Marquez… - arXiv preprint arXiv …, 2022 - arxiv.org
We present the first shared task on semantic change discovery and detection in Spanish and
create the first dataset of Spanish words manually annotated for semantic change using the …
create the first dataset of Spanish words manually annotated for semantic change using the …
Lexical Semantic Change through Large Language Models: a Survey
F Periti, S Montanelli - ACM Computing Surveys, 2024 - dl.acm.org
Lexical Semantic Change (LSC) is the task of identifying, interpreting, and assessing the
possible change over time in the meanings of a target word. Traditionally, LSC has been …
possible change over time in the meanings of a target word. Traditionally, LSC has been …
A systematic comparison of contextualized word embeddings for lexical semantic change
F Periti, N Tahmasebi - arXiv preprint arXiv:2402.12011, 2024 - arxiv.org
Contextualized embeddings are the preferred tool for modeling Lexical Semantic Change
(LSC). Current evaluations typically focus on a specific task known as Graded Change …
(LSC). Current evaluations typically focus on a specific task known as Graded Change …
AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling
This paper describes the organization and findings of AXOLOTL'24, the first multilingual
explainable semantic change modeling shared task. We present new sense-annotated …
explainable semantic change modeling shared task. We present new sense-annotated …
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 …
Sense through time: diachronic word sense annotations for word sense induction and Lexical Semantic Change Detection
D Schlechtweg, FD Zamora-Reina… - Language Resources …, 2024 - Springer
There has been extensive work on human word sense annotation, ie, manually labeling
word uses in natural texts according to their senses. Such labels were primarily created for …
word uses in natural texts according to their senses. Such labels were primarily created for …
Methodological insights in detecting subtle semantic shifts with contextualized and static language models
In this paper, we investigate automatic detection of subtle semantic shifts between social
communities of different political convictions in Dutch and English. We perform a …
communities of different political convictions in Dutch and English. We perform a …
Detection of Non-recorded Word Senses in English and Swedish
J Lautenschlager, E Sköldberg, S Hengchen… - arXiv preprint arXiv …, 2024 - arxiv.org
This study addresses the task of Unknown Sense Detection in English and Swedish. The
primary objective of this task is to determine whether the meaning of a particular word usage …
primary objective of this task is to determine whether the meaning of a particular word usage …
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI models for semantic change modeling
D Kokosinskii, M Kuklin, N Arefyev - arXiv preprint arXiv:2408.05184, 2024 - arxiv.org
This paper describes our solution of the first subtask from the AXOLOTL-24 shared task on
Semantic Change Modeling. The goal of this subtask is to distribute a given set of usages of …
Semantic Change Modeling. The goal of this subtask is to distribute a given set of usages of …