@inproceedings{basile-etal-2021-corpora,
title = "The Corpora They Are a-Changing: a Case Study in {I}talian Newspapers",
author = "Basile, Pierpaolo and
Caputo, Annalina and
Caselli, Tommaso and
Cassotti, Pierluigi and
Varvara, Rossella",
editor = "Tahmasebi, Nina and
Jatowt, Adam and
Xu, Yang and
Hengchen, Simon and
Montariol, Syrielle and
Dubossarsky, Haim",
booktitle = "Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.lchange-1.3",
doi = "10.18653/v1/2021.lchange-1.3",
pages = "14--20",
abstract = "The use of automatic methods for the study of lexical semantic change (LSC) has led to the creation of evaluation benchmarks. Benchmark datasets, however, are intimately tied to the corpus used for their creation questioning their reliability as well as the robustness of automatic methods. This contribution investigates these aspects showing the impact of unforeseen social and cultural dimensions. We also identify a set of additional issues (OCR quality, named entities) that impact the performance of the automatic methods, especially when used to discover LSC.",
}
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%0 Conference Proceedings
%T The Corpora They Are a-Changing: a Case Study in Italian Newspapers
%A Basile, Pierpaolo
%A Caputo, Annalina
%A Caselli, Tommaso
%A Cassotti, Pierluigi
%A Varvara, Rossella
%Y Tahmasebi, Nina
%Y Jatowt, Adam
%Y Xu, Yang
%Y Hengchen, Simon
%Y Montariol, Syrielle
%Y Dubossarsky, Haim
%S Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021
%D 2021
%8 August
%I Association for Computational Linguistics
%C Online
%F basile-etal-2021-corpora
%X The use of automatic methods for the study of lexical semantic change (LSC) has led to the creation of evaluation benchmarks. Benchmark datasets, however, are intimately tied to the corpus used for their creation questioning their reliability as well as the robustness of automatic methods. This contribution investigates these aspects showing the impact of unforeseen social and cultural dimensions. We also identify a set of additional issues (OCR quality, named entities) that impact the performance of the automatic methods, especially when used to discover LSC.
%R 10.18653/v1/2021.lchange-1.3
%U https://aclanthology.org/2021.lchange-1.3
%U https://doi.org/10.18653/v1/2021.lchange-1.3
%P 14-20
Markdown (Informal)
[The Corpora They Are a-Changing: a Case Study in Italian Newspapers](https://aclanthology.org/2021.lchange-1.3) (Basile et al., LChange 2021)
ACL
- Pierpaolo Basile, Annalina Caputo, Tommaso Caselli, Pierluigi Cassotti, and Rossella Varvara. 2021. The Corpora They Are a-Changing: a Case Study in Italian Newspapers. In Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change 2021, pages 14–20, Online. Association for Computational Linguistics.