{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/camel-tools-an-open-source-python-toolkit-for","title":"CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing","arxiv_id":null,"date":"2020-05-01","proceeding":"LREC 2020 5","authors":["Ossama Obeid","Nasser Zalmout","Salam Khalifa","Dima Taji","Mai Oudah","Bashar Alhafni","Go Inoue","Fadhl Eryani","Alex Erdmann","er","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.","url_abs":"https://aclanthology.org/2020.lrec-1.868","url_pdf":"https://aclanthology.org/2020.lrec-1.868.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"camel-tools-an-open-source-python-toolkit-for","repo_url":"https://github.com/CAMeL-Lab/camel_tools","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"arabic-sentiment-analysis","task_name":"Arabic Sentiment Analysis"},{"task_slug":"arabic-text-diacritization","task_name":"Arabic Text Diacritization"},{"task_slug":"dialect-identification","task_name":"Dialect Identification"},{"task_slug":"morphological-analysis","task_name":"Morphological Analysis"},{"task_slug":"morphological-inflection","task_name":"Morphological Inflection"},{"task_slug":"named-entity-recognition-1","task_name":"Named Entity Recognition"},{"task_slug":"named-entity-recognition-ner","task_name":"Named Entity Recognition (NER)"},{"task_slug":"sentiment-analysis","task_name":"Sentiment Analysis"},{"task_slug":"named-entity-recognition","task_name":"named-entity-recognition"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}