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
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)
- Copy Citation:
- PDF:
- https://aclanthology.org/2020.lrec-1.868.pdf
- Code
- CAMeL-Lab/camel_tools
- Data
- Arabic-ToD
Export citation
@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",
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.",
language = "English",
ISBN = "979-10-95546-34-4",
}
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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 English %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
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.