ANERcorp
collected from different resources 
NYU Abu Dhabi University
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing
named entity recognition
International Conference on Language Resources and Evaluation
Ossama Obeid,Nasser Zalmout,Salam Khalifa,Dima Taji,M. Oudah,Bashar Alhafni,Go Inoue,Fadhl Eryani,Alexander Erdmann,Nizar Habash
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.