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Portfolio item number 1

Published: January 28, 2023

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Portfolio item number 2

Published: January 28, 2023

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publications

XMODEL: An XML-based Morphological Analyzer for Arabic Language

Published in International Journal of Computational Linguistics (IJCL), 2010

Recommended citation: Mourad Gridach and Noureddine Chenfour. (2010). "XMODEL: An XML-based Morphological Analyzer for Arabic Language." International Journal of Computational Linguistics (IJCL). 1(2). http://www.cscjournals.org/library/manuscriptinfo.php?mc=IJCL-7

An XML Approach of Coding a Morphological Database for Arabic Language

Published in Advances in Human-Computer Interaction, 2011

Recommended citation: Mourad Gridach and Noureddine Chenfour. (2011). "An XML Approach of Coding a Morphological Database for Arabic Language." Advances in Human-Computer Interaction. 1(1). https://www.hindawi.com/journals/ahci/2011/629305/abs/

An Improved Method for Arabic Morphological Analysis and Generation

Published in In the 1st International Workshop on Eternal Systems, Budapest, Hungary., 2011

Recommended citation: Mourad Gridach and Noureddine Chenfour. (2011). "An Improved Method for Arabic Morphological Analysis and Generation." In the 1st International Workshop on Eternal Systems, Budapest, Hungary..

A Computational Feature-Based Morphological Analysis and Generation of Modern Standard Arabic

Published in International Journal of Computational Linguistics Research, 2011

Recommended citation: Mourad Gridach and Noureddine Chenfour. (2011). "A Computational Feature-Based Morphological Analysis and Generation of Modern Standard Arabic." International Journal of Computational Linguistics Research. http://www.dline.info/jcl/fulltext/v2n1/3.pdf

Design and Realization of an Arabic Morphological Automaton: New Approach for Arabic Morphological Analysis and Generation

Published in International Journal of Computer Science Issues, 2011

Recommended citation: Mourad Gridach and Noureddine Chenfour. (2011). "Design and Realization of an Arabic Morphological Automaton: New Approach for Arabic Morphological Analysis and Generation." International Journal of Computer Science Issues. 8(3). https://www.ijcsi.org/papers/IJCSI-8-3-2-173-183.pdf

Developing a New System for Arabic Morphological Analysis and Generation

Published in Proceedings of IJCNLP, 2011

Recommended citation: Mourad Gridach and Noureddine Chenfour. (2011). "Developing a New System for Arabic Morphological Analysis and Generation." Proceedings of IJCNLP. http://www.aclweb.org/anthology/W11-3009

Deep Learning Approach for Arabic Named Entity Recognition

Published in In the 17th International Conference on Intelligent Text Processing and Computational Linguistics, 2016

Recommended citation: Mourad Gridach.. (2016). "Deep Learning Approach for Arabic Named Entity Recognition." In the 17th International Conference on Intelligent Text Processing and Computational Linguistics. http://www.cicling.org/2016/

Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media

Published in Proceedings of the 26th International Conference on Computational Linguistics (COLING), 2016

Recommended citation: Mourad Gridach.. (2016). "Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media." Proceedings of the 26th International Conference on Computational Linguistics (COLING), Osaka, Japan. http://www.sanlp.org/wssanlp2016/

Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach

Published in In the 18th International Conference on Computational Linguistics and Intelligent Text Processing, Budapest, Hungary, 2017

Recommended citation: Mourad Gridach and Hatem Haddad. (2017). "Arabic Named Entity Recognition: A Bidirectional GRU-CRF Approach." In the 18th International Conference on Computational Linguistics and Intelligent Text Processing, Budapest, Hungary. http://www.cicling.org/2017/schedule.html

Character-level neural network for biomedical named entity recognition

Published in Journal of Biomedical Informatics, Elsevier, 2017

Recommended citation: Mourad Gridach. (2017). "Character-level neural network for biomedical named entity recognition." Journal of Biomedical Informatics, Elsevier. (70). Impact factor: 3.233 http://www.sciencedirect.com/science/article/pii/S1532046417300977

Polarity analysis of non figurative tweets : Tw-StAR participation on DEFT 2017

Published in In DEFT/TALN, Orleans, France, 2017

Recommended citation: Authors: Hala Mulki, Hatem Haddad and Mourad Gridach. (2017). "Polarity analysis of non figurative tweets : Tw-StAR participation on DEFT 2017." In DEFT/TALN, Orleans, France. https://deft.limsi.fr/2017/

FNER-BGRU-CRF at CAp 2017 NER challenge: Bidirectional GRU-CRF for French Named Entity Recognition in Tweets

Published in In CAp, Grenoble, France, 2017

Recommended citation: Mourad Gridach, Hatem Haddad and Hala Mulki. (2017). "FNER-BGRU-CRF at CAp 2017 NER challenge: Bidirectional GRU-CRF for French Named Entity Recognition in Tweets." In CAp. http://cap2017.imag.fr/competition-en.html

Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets

Published in In the Proceedings of SemEval, Vancouver, Canada, 2017

Recommended citation: Hala Mulki, Hatem Haddad, Mourad Gridach and Ismail Babaoglu. (2017). "Tw-StAR at SemEval-2017 Task 4: Sentiment Classification of Arabic Tweets." In the Proceedings of SemEval, Vancouver, Canada. http://nlp.arizona.edu/SemEval-2017/pdf/SemEval110.pdf

Convolutional Neural Networks for Churn Prediction in Microblogs

Published in In WiNLP, ACL, Vancouver, Canada, 2017

Recommended citation: Mourad Gridach. (2017). "Convolutional Neural Networks for Churn Prediction in Microblogs." In WiNLP, ACL, Vancouver, Canada. http://www.winlp.org/wp-content/uploads/2017/final_papers_2017/12_Paper.pdf

Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge

Published in In Noisy User-generated Text (W-NUT), EMNLP, Copenhagen, Denmark, 2017

Recommended citation: Mourad Gridach, Hatem Haddad and Hala Mulki. (2017). "Churn Identification in Microblogs using Convolutional Neural Networks with Structured Logical Knowledge." In Noisy User-generated Text (W-NUT), EMNLP, Copenhagen, Denmark. http://noisy-text.github.io/2017/pdf/WNUT03.pdf

Empirical Evaluation of Word Representations on Arabic Sentiment Analysis

Published in In The 6th International Conference on Arabic Language Processing (ICALP), Fez, Morocco, 2017

Recommended citation: Mourad Gridach, Hatem Haddad and Hala Mulki. (2017). In the 6th International Conference on Arabic Language Processing, Springer, Fez, Morocco. http://www.citala.org/icalp2017/cfp.html#accepted

talks

Recent Advances in Deep Neural Networks.

Published: January 11, 2017

Artificial Intelligence for Astronomy

Published: November 17, 2017

Deep Neural Networks for Natural Language Processing

Published: March 22, 2018

Deep Neural Networks for Computer Vision

Published: March 23, 2018

Deep Learning for NLP. Deep learning in Africa: Competitivity and challenges for Africans working in ML

Published: April 13, 2019

Mourad Gridach