CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing

Ossama Obeid; Nasser Zalmout; Salam Khalifa; Dima Taji; Mai Oudah; Bashar Alhafni; Go Inoue; Fadhl Eryani; Alexander Erdmann; Nizar Habash

CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing

Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alexander Erdmann, Nizar Habash

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Abstract

We present CAMeL Tools, a collection of open-source tools for Arabic natural language processing in Python. CAMeL Tools currently provides utilities for pre-processing, morphological modeling, Dialect Identification, Named Entity Recognition and Sentiment Analysis. In this paper, we describe the design of CAMeL Tools and the functionalities it provides.

Anthology ID:: 2020.lrec-1.868
Original:: 2020.lrec-1.868v1
Version 2:: 2020.lrec-1.868v2
Volume:: Proceedings of the Twelfth Language Resources and Evaluation Conference
Month:: May
Year:: 2020
Address:: Marseille, France
Editors:: Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:: LREC
SIG:
Publisher:: European Language Resources Association
Note:
Pages:: 7022–7032
Language:: English
URL:: https://aclanthology.org/2020.lrec-1.868/
DOI:
Bibkey:
Cite (ACL):: Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alexander Erdmann, and Nizar Habash. 2020. CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 7022–7032, Marseille, France. European Language Resources Association.
Cite (Informal):: CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing (Obeid et al., LREC 2020)
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PDF:: https://aclanthology.org/2020.lrec-1.868.pdf

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@inproceedings{obeid-etal-2020-camel,
    title = "{CAM}e{L} Tools: An Open Source Python Toolkit for {A}rabic Natural Language Processing",
    author = "Obeid, Ossama  and
      Zalmout, Nasser  and
      Khalifa, Salam  and
      Taji, Dima  and
      Oudah, Mai  and
      Alhafni, Bashar  and
      Inoue, Go  and
      Eryani, Fadhl  and
      Erdmann, Alexander  and
      Habash, Nizar",
    editor = "Calzolari, Nicoletta  and
      B{\'e}chet, Fr{\'e}d{\'e}ric  and
      Blache, Philippe  and
      Choukri, Khalid  and
      Cieri, Christopher  and
      Declerck, Thierry  and
      Goggi, Sara  and
      Isahara, Hitoshi  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Mazo, H{\'e}l{\`e}ne  and
      Moreno, Asuncion  and
      Odijk, Jan  and
      Piperidis, Stelios",
    booktitle = "Proceedings of the Twelfth Language Resources and Evaluation Conference",
    month = may,
    year = "2020",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://aclanthology.org/2020.lrec-1.868/",
    pages = "7022--7032",
    language = "eng",
    ISBN = "979-10-95546-34-4",
    abstract = "We present CAMeL Tools, a collection of open-source tools for Arabic natural language processing in Python. CAMeL Tools currently provides utilities for pre-processing, morphological modeling, Dialect Identification, Named Entity Recognition and Sentiment Analysis. In this paper, we describe the design of CAMeL Tools and the functionalities it provides."
}

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%0 Conference Proceedings
%T CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing
%A Obeid, Ossama
%A Zalmout, Nasser
%A Khalifa, Salam
%A Taji, Dima
%A Oudah, Mai
%A Alhafni, Bashar
%A Inoue, Go
%A Eryani, Fadhl
%A Erdmann, Alexander
%A Habash, Nizar
%Y Calzolari, Nicoletta
%Y Béchet, Frédéric
%Y Blache, Philippe
%Y Choukri, Khalid
%Y Cieri, Christopher
%Y Declerck, Thierry
%Y Goggi, Sara
%Y Isahara, Hitoshi
%Y Maegaard, Bente
%Y Mariani, Joseph
%Y Mazo, Hélène
%Y Moreno, Asuncion
%Y Odijk, Jan
%Y Piperidis, Stelios
%S Proceedings of the Twelfth Language Resources and Evaluation Conference
%D 2020
%8 May
%I European Language Resources Association
%C Marseille, France
%@ 979-10-95546-34-4
%G eng
%F obeid-etal-2020-camel
%X We present CAMeL Tools, a collection of open-source tools for Arabic natural language processing in Python. CAMeL Tools currently provides utilities for pre-processing, morphological modeling, Dialect Identification, Named Entity Recognition and Sentiment Analysis. In this paper, we describe the design of CAMeL Tools and the functionalities it provides.
%U https://aclanthology.org/2020.lrec-1.868/
%P 7022-7032

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Markdown (Informal)

[CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing](https://aclanthology.org/2020.lrec-1.868/) (Obeid et al., LREC 2020)

CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing (Obeid et al., LREC 2020)

ACL

Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alexander Erdmann, and Nizar Habash. 2020. CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing. In Proceedings of the Twelfth Language Resources and Evaluation Conference, pages 7022–7032, Marseille, France. European Language Resources Association.