Publications
] , “Automatic Query Reweighting Using co-occurrence Graphs”, in 16th Applied Computing conference, Cagliari, Italy, November 7-9, 2019, 2019.
, “BM25 Beyond Query-Document Similarity”, in 26th International Symposium on String Processing and Information Retrieval (SPIRE 2019), Segovia, Spain, October 7-9, 2019, 2019.
, “Building a Morpho-Semantic Knowledge Graph for Arabic Information Retrieval”, Information Processing & Management, vol. In Press, 2019.
, “L'exploitation des techniques de régression pour l'évaluation de la crédibilité des tweets”, in Extraction et Gestion de Connaissances, pp. 327-332, 21-25 janvier, Metz, France, 2019.
, “MOSSA : A MOrpho-Semantic knowledge extraction System for Arabic Information Retrieval”, International Journal of Knowledge and Web Intelligence , vol. In Press, 2019.
, “Pre-indexing Techniques in Arabic Information Retrieval”, in Proceedings of the 11th International Conference on Agents and Artificial Intelligence,vol. 2, Prague, Czech Republic, February 19-21, 2019, Prague, Czech Republic, 2019.
, “Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs”, in 23rd European Conference on Advances in Databases and Information Systems (ADBIS 2019), Bled, Slovenia, 2019.
, “On the Usage of a Classical Arabic Corpus as a Language Resource: Related Research and Key Challenges”, ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 18, no. 3, p. Article N°23, 2019.
, “Ambiguity Aware Arabic Document Indexing and Query Expansion: a Morphological Knowledge Learning-based Approach”, in Proceedings of the 31st International Florida Artificial Intelligence Research Society (FLAIRS-31) Conference , May 21-23, 2018, Florida, USA, 2018.
, “Combining indexing units for arabic information retrieval”, in Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications, 4 vol., IGI Global, 2018, pp. 671-685.
, “Comparative study of word embedding models for Arabic terminology extraction”, in Applied Computing conference, pp. 245-252, Budapest, Hungary, 2018.
, “Enhancing Hybrid Indexing for Arabic Information Retrieval”, in 32nd International Symposium, ISCIS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 20-21, 2018, Proceedings, Poznan, Poland, 2018.
, “A hybrid approach for standardized Dictionary-based knowledge extraction for Arabic morpho-semantic retrieval”, in Proceedings of the 2nd IEEE International Workshop on Arabic and derived Script Analysis and Recognition (ASAR 2018), March 12-14 2018, London, UK, 2018.
, “A Possibilistic approach for Arabic domain terminology extraction and translation”, in International Symposium on Computer and Information Sciences, pp. 231-238, Poznan, Poland, 2018.
, “Query Expansion Based on NLP and Word Embeddings”, in Proceedings of the The Twenty-Seventh Text REtrieval Conference (TREC 2018), Gaithersburg, Maryland, USA, 2018.
, “Arabic Cross-Language Information Retrieval: A Review”, ACM Transactions on Asian and Low-Resource Language Information Processing , vol. 15, no. 3, p. 44 pages, Article 18, 2016.
, “Combining Indexing Units for Arabic Information Retrieval”, International Journal of Software Innovation (IJSI), vol. 4, no. 4, pp. 1-14, 2016.
, “Experimenting an unsupervised LSA-based Approach for Arabic queries SEmantic Disambiguation”. CICLing 2016 / ACLing 2016 Konya, Turkey (unpublished), 2016.
, “A Hybrid Model for Arabic Document Indexing”, in 17th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2016), May 30 - June 1, 2016 Shanghai China, 2016.
, “Semantic Information Retrieval: A comparative experimental study of NLP Tools and Language Resources for Arabic”, in 28th International International Conference on Tools with Artificial Intelligence (ICTAI), November 06-08, San Jose, Canada, 2016.
, “Arabic Terminology Extraction and Enrichment based on Domain-Specific Text Mining”, in Proceedings of The 27th International Conference on Tools with Artificial Intelligence,November 9-11, 2015, Vietri sul Mare, Italy, 2015.
, “Combining Semantic Query Disambiguation and Expansion to Improve Intelligent Information Retrieval”, in Duval B., van den Herik J., Loiseau S., and Filipe J. (eds.), ICAART 2014 Revised Selected papers, LNAI 8946, Springer International Publishing Switzerland, pp. 280-295., 2015.
, “A Comparative Study between Possibilistic and Probabilistic Approaches for Monolingual Word Sense Disambiguation”, Knowledge and Information Systems, vol. 44, no. 1, pp. 91-126, 2015.
, “Experimenting a discriminative possibilistic classifier with reweighting model for Arabic morphological disambiguation”, Computer Speech and Language , vol. 33, no. 1, pp. 67-87, 2015.
, “A Hybrid Possibilistic Approach for Arabic Full Morphological Disambiguation”, Data & Knowledge Engineering, vol. 100, no. Part B, pp. 240-254, 2015.