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

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Chapter

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.

Original language	English (US)
Title of host publication	LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings
Publisher	European Language Resources Association (ELRA)
Pages	7022-7032
Number of pages	11
ISBN (Print)	9791095546344
State	Published - 2020

Publication series

Name	LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings

Keywords

Arabic
Dialect Identification
Morphology
Named Entity Recognition
Open Source
Sentiment Analysis

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Obeid, O., Zalmout, N., Khalifa, S., Taji, D., Oudah, M., Alhafni, B., Inoue, G., Eryani, F., Erdmann, A., & Habash, N. (2020). CAMeL tools: An open source python toolkit for arabic natural language processing. In LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings (pp. 7022-7032). (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings). European Language Resources Association (ELRA). https://www.aclweb.org/anthology/2020.lrec-1.868v2.pdf

CAMeL tools: An open source python toolkit for arabic natural language processing. / Obeid, Ossama; Zalmout, Nasser; Khalifa, Salam; Taji, Dima; Oudah, Mai; Alhafni, Bashar; Inoue, Go; Eryani, Fadhl; Erdmann, Alexander; Habash, Nizar.

LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. European Language Resources Association (ELRA), 2020. p. 7022-7032 (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Obeid, O, Zalmout, N, Khalifa, S, Taji, D, Oudah, M, Alhafni, B, Inoue, G, Eryani, F, Erdmann, A & Habash, N 2020, CAMeL tools: An open source python toolkit for arabic natural language processing. in LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings, European Language Resources Association (ELRA), pp. 7022-7032. <https://www.aclweb.org/anthology/2020.lrec-1.868v2.pdf>

Obeid O, Zalmout N, Khalifa S, Taji D, Oudah M, Alhafni B et al. CAMeL tools: An open source python toolkit for arabic natural language processing. In LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. European Language Resources Association (ELRA). 2020. p. 7022-7032. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

Obeid, Ossama ; Zalmout, Nasser ; Khalifa, Salam ; Taji, Dima ; Oudah, Mai ; Alhafni, Bashar ; Inoue, Go ; Eryani, Fadhl ; Erdmann, Alexander ; Habash, Nizar. / CAMeL tools: An open source python toolkit for arabic natural language processing. LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. European Language Resources Association (ELRA), 2020. pp. 7022-7032 (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

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