@inproceedings{ciobanu-etal-2018-discriminating,
title = "Discriminating between {I}ndo-{A}ryan Languages Using {SVM} Ensembles",
author = "Ciobanu, Alina Maria and
Zampieri, Marcos and
Malmasi, Shervin and
Pal, Santanu and
Dinu, Liviu P.",
editor = {Zampieri, Marcos and
Nakov, Preslav and
Ljube{\v{s}}i{\'c}, Nikola and
Tiedemann, J{\"o}rg and
Malmasi, Shervin and
Ali, Ahmed},
booktitle = "Proceedings of the Fifth Workshop on {NLP} for Similar Languages, Varieties and Dialects ({V}ar{D}ial 2018)",
month = aug,
year = "2018",
address = "Santa Fe, New Mexico, USA",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/W18-3920",
pages = "178--184",
abstract = "In this paper we present a system based on SVM ensembles trained on characters and words to discriminate between five similar languages of the Indo-Aryan family: Hindi, Braj Bhasha, Awadhi, Bhojpuri, and Magahi. The system competed in the Indo-Aryan Language Identification (ILI) shared task organized within the VarDial Evaluation Campaign 2018. Our best entry in the competition, named ILIdentification, scored 88.95{\%} F1 score and it was ranked 3rd out of 8 teams.",
}
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%0 Conference Proceedings
%T Discriminating between Indo-Aryan Languages Using SVM Ensembles
%A Ciobanu, Alina Maria
%A Zampieri, Marcos
%A Malmasi, Shervin
%A Pal, Santanu
%A Dinu, Liviu P.
%Y Zampieri, Marcos
%Y Nakov, Preslav
%Y Ljubešić, Nikola
%Y Tiedemann, Jörg
%Y Malmasi, Shervin
%Y Ali, Ahmed
%S Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018)
%D 2018
%8 August
%I Association for Computational Linguistics
%C Santa Fe, New Mexico, USA
%F ciobanu-etal-2018-discriminating
%X In this paper we present a system based on SVM ensembles trained on characters and words to discriminate between five similar languages of the Indo-Aryan family: Hindi, Braj Bhasha, Awadhi, Bhojpuri, and Magahi. The system competed in the Indo-Aryan Language Identification (ILI) shared task organized within the VarDial Evaluation Campaign 2018. Our best entry in the competition, named ILIdentification, scored 88.95% F1 score and it was ranked 3rd out of 8 teams.
%U https://aclanthology.org/W18-3920
%P 178-184
Markdown (Informal)
[Discriminating between Indo-Aryan Languages Using SVM Ensembles](https://aclanthology.org/W18-3920) (Ciobanu et al., VarDial 2018)
ACL
- Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, Santanu Pal, and Liviu P. Dinu. 2018. Discriminating between Indo-Aryan Languages Using SVM Ensembles. In Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018), pages 178–184, Santa Fe, New Mexico, USA. Association for Computational Linguistics.