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XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE
The recent introduction of large-scale datasets for the WiC (Word in Context) task enables the creation of more reliable and meaningful …
Pierluigi Cassotti, Lucia Siciliani, Marco DeGemmis, Giovanni Semeraro, Pierpaolo Basile
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XL-LEXEME: WiC Pretrained Model for Cross-Lingual LEXical sEMantic changE
Human and Computational Measurement of Lexical Semantic Change
This thesis is concerned with the process of providing an evaluation for Lexical Semantic Change Detection, including (i) the …
Dominik Schlechtweg
Human and Computational Measurement of Lexical Semantic Change
A Survey on Contextualised Semantic Shift Detection
Semantic Shift Detection (SSD) is the task of identifying, interpreting, and assessing the possible change over time in the meanings of …
Stefano Montanelli, Francesco Periti
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A Survey on Contextualised Semantic Shift Detection
Computational modeling of semantic change
In this chapter we provide an overview of computational modeling for semantic change using large and semi-large textual corpora. We aim …
Nina Tahmasebi, Haim Dubossarsky
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The Finer They Get: Combining Fine-Tuned Models For Better Semantic Change Detection
In this work we investigate the hypothesis that enriching contextualized models using fine-tuning tasks can improve their capacity to …
Wei Zhou, Nina Tahmasebi, Haim Dubossarsky
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The Finer They Get: Combining Fine-Tuned Models For Better Semantic Change Detection
DiaWUG: A Dataset for Diatopic Lexical Semantic Variation in Spanish
We provide a novel dataset – DiaWUG – with judgements on diatopic lexical semantic variation for six Spanish variants in Europe and …
Gioia Baldissin, Dominik Schlechtweg, Sabine Schulte im Walde
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DiaWUG: A Dataset for Diatopic Lexical Semantic Variation in Spanish
3rd International Workshop on Computational Approaches to Historical Language Change 2022 (LChange'22)
Third LChange workshop co-located with ACL2022
Jan 1, 2022 — May 6, 2022 ACL2022, Dublin, Ireland
Nina Tahmasebi, Lars Borin, Simon Hengchen, Syrielle Montariol, Haim Dubossarsky, Andrey Kutuzov
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
We present the first shared task on semantic change discovery and detection in Spanish. We create the first dataset of Spanish words …
Frank D. Zamora-Reina, Felipe Bravo-Marquez, Dominik Schlechtweg
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LSCDiscovery: A shared task on semantic change discovery and detection in Spanish
Survey of computational approaches to lexical semantic change detection
Our languages are in constant flux driven by external factors such as cultural, societal and technological changes, as well as by only …
Nina Tahmasebi, Lars Borin, Adam Jatowt
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Survey of computational approaches to lexical semantic change detection