@inproceedings{gamallo-etal-2016-comparing,
title = "Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties",
author = "Gamallo, Pablo and
Alegria, I{\~n}aki and
Pichel, Jos{\'e} Ramom and
Agirrezabal, Manex",
editor = {Nakov, Preslav and
Zampieri, Marcos and
Tan, Liling and
Ljube{\v{s}}i{\'c}, Nikola and
Tiedemann, J{\"o}rg and
Malmasi, Shervin},
booktitle = "Proceedings of the Third Workshop on {NLP} for Similar Languages, Varieties and Dialects ({V}ar{D}ial3)",
month = dec,
year = "2016",
address = "Osaka, Japan",
publisher = "The COLING 2016 Organizing Committee",
url = "https://aclanthology.org/W16-4822",
pages = "170--177",
abstract = "This article describes the systems submitted by the Citius{\_}Ixa{\_}Imaxin team to the Discriminating Similar Languages Shared Task 2016. The systems are based on two different strategies: classification with ranked dictionaries and Naive Bayes classifiers. The results of the evaluation show that ranking dictionaries are more sound and stable across different domains while basic bayesian models perform reasonably well on in-domain datasets, but their performance drops when they are applied on out-of-domain texts.",
}
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<abstract>This article describes the systems submitted by the Citius_Ixa_Imaxin team to the Discriminating Similar Languages Shared Task 2016. The systems are based on two different strategies: classification with ranked dictionaries and Naive Bayes classifiers. The results of the evaluation show that ranking dictionaries are more sound and stable across different domains while basic bayesian models perform reasonably well on in-domain datasets, but their performance drops when they are applied on out-of-domain texts.</abstract>
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%0 Conference Proceedings
%T Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties
%A Gamallo, Pablo
%A Alegria, Iñaki
%A Pichel, José Ramom
%A Agirrezabal, Manex
%Y Nakov, Preslav
%Y Zampieri, Marcos
%Y Tan, Liling
%Y Ljubešić, Nikola
%Y Tiedemann, Jörg
%Y Malmasi, Shervin
%S Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial3)
%D 2016
%8 December
%I The COLING 2016 Organizing Committee
%C Osaka, Japan
%F gamallo-etal-2016-comparing
%X This article describes the systems submitted by the Citius_Ixa_Imaxin team to the Discriminating Similar Languages Shared Task 2016. The systems are based on two different strategies: classification with ranked dictionaries and Naive Bayes classifiers. The results of the evaluation show that ranking dictionaries are more sound and stable across different domains while basic bayesian models perform reasonably well on in-domain datasets, but their performance drops when they are applied on out-of-domain texts.
%U https://aclanthology.org/W16-4822
%P 170-177
Markdown (Informal)
[Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties](https://aclanthology.org/W16-4822) (Gamallo et al., VarDial 2016)
ACL