Diallo, P. A. K. K., Reyd, S., & Zouaq, A. (2024). A comprehensive evaluation of neural SPARQL query generation from natural language questions. IEEE Access, 3453215 (22 pages).
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Zouaq, Amal

Répertoire des expertises
Zouaq, Amal
Répertoire des expertises
Publications par type
Article de revue (20)
Communication de conférence (57)
Livre
Chapitre de livre (3)
Brevet
Rapport (1)
Thèse
Ensemble de données (1)
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Autre
Amal Zouaq (82)
- Articles de revue (20)
- 2024
Article de revue Article de revue Gagnon, M., Font, L., & Zouaq, A. (2024). An Exploration of IFLA LRM for Literature Data Representation. Journal on Computing and Cultural Heritage.
- 2023
Article de revue Piche, D., Font, L., Zouaq, A., & Gagnon, M. (2023). Comparing Heuristic Rules and Masked Language Models for Entity Alignment in the Literature Domain. Journal on Computing and Cultural Heritage, 16(3), 18 pages.
- 2022
Article de revue Clouâtre-Latraverse, L., Parthasarathi, P., Zouaq, A., & Chandar, S. (2022). Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes. Findings of the Association for Computational Linguistics: EMNLP 2022, 5375-5396.
- 2018
Article de revue Lange Di Cesare, K., Zouaq, A., Gagnon, M., & Jean-Louis, L. (2018). A machine learning filter for the slot filling task. Information, 9(6).Article de revue Chabchoub, M., Gagnon, M., & Zouaq, A. (2018). FICLONE : Improving DBpedia spotlight using named entity recognition and collective disambiguation. Open Journal of Semantic Web, 5(1), 12-26.Article de revue Aguiar, C. Z. , Cury, D., & Zouaq, A. (2018). Towards technological approaches for concept maps mining from text. CLEI Electronic Journal, 21(1).
- 2017
Article de revue Zouaq, A., Gagnon, M., & Jean-Louis, L. (2017). An assessment of open relation extraction systems for the semantic web. Information Systems, 71(Supplement), 228-239.Article de revue Font, L., Zouaq, A., & Gagnon, M. (2017). Assessing and Improving Domain Knowledge Representation in DBpedia. Open Journal of Semantic Web, 4(1).Article de revue McDonald, J., Bird, R. J., Zouaq, A., & Moskal, A. C. M. (2017). Short answers to deep questions: supporting teachers in large-class settings. Journal of Computer Assisted Learning, 33(4), 306-319.
- 2016
Article de revue Kim, M. K., Zouaq, A., & Kim, S. M. (2016). Automatic detection of expert models: The exploration of expert modeling methods applicable to technology-based assessment and instruction. Computers & Education, 101, 55-69.
- 2013
Article de revue Gašević, D., Zouaq, A., & Janzen, R. (2013). Choose Your Classmates, Your GPA Is at Stake!”:The Association of Cross-Class Social Ties and Academic Performance. American Behavioral Scientist, 57(10), 1460-1479.
- 2011
Article de revue Gašević, D., Zouaq, A., Torniai, C., Jovanović, J., & Hatala, M. (2011). An Approach to Folksonomy-Based Ontology Maintenance for Learning Environments. IEEE Transactions on Learning Technologies, 4(4), 301-314.Article de revue Zouaq, A., Gasevic, D., & Hatala, M. (2011). Towards open ontology learning and filtering. Information Systems, 36(7), 1064-1081.
- 2010
Article de revue Zouaq, A., Gagnon, M., & Ozell, B. (2010). Semantic analysis using dependency-based grammars and upper-level ontologies. International Journal of Computational Linguistics and Applications, 1(1-2), 85-101.Article de revue Zouaq, A. (2010). Towards Explicit Semantics in Learning Objects. IEEE Learning Technology Newsletter.
- 2009
Article de revue Zouaq, A., & Nkambou, R. (2009). Enhancing Learning Objects with an Ontology-Based Memory. IEEE Transactions on Knowledge and Data Engineering, 21(6), 881-893.Article de revue Zouaq, A., & Nkambou, R. (2009). Evaluating the Generation of Domain Ontologies in the Knowledge Puzzle Project. IEEE Transactions on Knowledge and Data Engineering, 21(11), 1559-1572.
- 2008
Article de revue Zouaq, A., & Nkambou, R. (2008). Building Domain Ontologies from Text for Educational Purposes. IEEE Transactions on Learning Technologies, 1(1), 49-62.
- 2007
Article de revue Zouaq, A., Nkambou, R., & Frasson, C. (2007). An Integrated Approach for Automatic Aggregation of Learning Knowledge Objects. Interdisciplinary Journal of Knowledge and Learning Objects (IJKLO), 3(1), 135-162.
- 2024
- Communications de conférence (57)
- 2024
Communication de conférence Layoun, J.-C., Zouaq, A., & Desmarais, M. C. (avril 2024). Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning [Communication écrite]. 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024), New York, NY, USA.Communication de conférence Clouâtre, L., Zouaq, A., & Chandar, S. (mai 2024). MVP: Minimal Viable Phrase for Long Text Understanding [Communication écrite]. Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation (LREC-COLING 2024), Hybrid, Torino, Italy.
- 2023
Communication de conférence Reyd, S., & Zouaq, A. (novembre 2023). Assessing the Generalization Capabilities of Neural Machine Translation Models for SPARQL Query Generation [Communication écrite]. 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece.Communication de conférence Gosselin, F., & Zouaq, A. (novembre 2023). SORBET: A Siamese Network for Ontology Embeddings Using a Distance-Based Regression Loss and BERT [Communication écrite]. 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece.
- 2022
Communication de conférence Hirigoyen, R., Zouaq, A., & Reyd, S. (novembre 2022). A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation [Communication écrite]. 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, (AACL-IJCNLP 2022) (11 pages).Communication de conférence Clouatre, L., Parthasarathi, P., Zouaq, A., & Anbil Parthipan, S. C. (mai 2022). Local Structure Matters Most: Perturbation Study in NLU [Communication écrite]. 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL 2022), Dublin, IRELAND.
- 2021
Communication de conférence Font, L., Piche, D., Zouaq, A., & Gagnon, M. (décembre 2021). Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base [Communication écrite]. 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021).Communication de conférence Piché, D., Zouaq, A., Gagnon, M., & Font, L. (septembre 2021). Masked language model entity matching for cultural heritage data [Communication écrite]. International Joint Workshop on Semantic Web and Ontology Design for Cultural Heritage (SWODCH 2021) (12 pages).Communication de conférence Clouatre, L., Trempe, P., Zouaq, A., & Anbil Parthipan, S. C. (août 2021). MLMLM: link prediction with mean likelihood masked language model [Communication écrite]. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand.Communication de conférence Martel, F., & Zouaq, A. (mars 2021). Taxonomy extraction using knowledge graph embeddings and hierarchical clustering [Communication écrite]. 36th Annual ACM Symposium on Applied Computing (SAC 2021).
- 2020
Communication de conférence Bhatanagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (juillet 2020). A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment [Communication écrite]. 13th International Conference on Educational Data Mining (EDM 2020).Communication de conférence Marchand, E., Gagnon, M., & Zouaq, A. (août 2020). Extraction of a Knowledge Graph from French Cultural Heritage Documents [Communication écrite]. 24th East-European Conference on Advances in Databases and Information Systems (ADBIS 2020), the 24th International Conference on Theory and Practice of Digital Libraries (TPDL 2020), and the 16th Workshop on Business Intelligence and Big Data (EDA 2020), Lyon, France.Communication de conférence Bhatnagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (septembre 2020). Learnersourcing quality assessment of explanations for peer instruction [Communication écrite]. 15th European Conference on Technology Enhanced Learning (EC-TEL 2020), Heidelberg, Germany.Communication de conférence Ghavidel, H. A., Zouaq, A., & Desmarais, M. C. (mai 2020). Using BERT and XLNET for the automatic short answer grading task [Communication écrite]. 12th International Conference on Computer Supported Education (CSEDU 2020).Communication de conférence Zouaq, A., & Martel, F. (juin 2020). What is the schema of your knowledge graph?: Leveraging knowledge graph embeddings and clustering for expressive taxonomy learning [Communication écrite]. International Workshop on Semantic Big Data (SBD 2020), Portland, OR (6 pages).
- 2018
Communication de conférence Mantecon, J. G. A., Abdi Ghavidel, H. A., Zouaq, A., Jovanovic, J., & MacDonald, J. (juillet 2018). A Comparison of Features for the Automatic Labeling of Student Answers to Open-ended Questions [Communication écrite]. 11th International Conference on Educational Data Mining, Buffalo, NY, USA.Communication de conférence Radoev, N., Zouaq, A., Tremblay, M., & Gagnon, M. (juin 2018). A Language Adaptive Method for Question Answering on French and English [Communication écrite]. 5th Semantic Web Evaluation Challenge (SemWebEval 2018), Heraklion, Greece.Communication de conférence Bahmid, R., & Zouaq, A. (décembre 2018). Hybrid Question Answering Using Heuristic Methods and Linked Data Schema [Communication écrite]. IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018), Santiago, Chile.Communication de conférence Radoev, N., Tremblay, M., Zouaq, A., & Gagnon, M. (juin 2018). LAMA: a Language Adaptive Method for Question Answering [Communication écrite]. Extended Semantic Web Conference (ESWC 2018), Heraklion, Greece.
- 2017
Communication de conférence Ensan, F., Bagheri, E., Zouaq, A., & Kouznetsov, A. (novembre 2017). An Empirical Study of Embedding Features in Learning to Rank [Communication écrite]. ACM Conference on Information and Knowledge Management (CIKM 2017), Singapore.Communication de conférence Radoev, N., Tremblay, M., Gagnon, M., & Zouaq, A. (mai 2017). Answering Natural Language Questions on RDF Knowledge Base in French [Communication écrite]. Question Answering over Linked Data Challenge (QALD2017 Challenge - ESWC 2017), Portoroz, Slovenia.Communication de conférence Zhou, H., Zouaq, A., & Inkpen, D. (novembre 2017). DBpedia Entity Type Detection using Word Embeddings [Communication écrite]. 8th International Conference on Knowledge Engineering and Semantic Web (KESW 2017), Szczecin, Poland.
- 2016
Communication de conférence Lange Di Cesare, K., Gagnon, M., Zouaq, A., & Jean-Louis, L. (avril 2016). A machine learning filter for relation extraction [Communication écrite]. 25th International World Wide Web Conference (WWW 2016), Montréal, Québec.Communication de conférence Aguiar, Z. C., Cury, D., & Zouaq, A. (septembre 2016). Automatic Construction of Concept Maps from Texts [Communication écrite]. 7th International Conference on Concept Mapping, Tallinn, Estonia.Communication de conférence Haidar-Ahmad, L., Zouaq, A., & Gagnon, M. (mai 2016). Automatic extraction of axioms from wikipedia using SPARQL [Communication écrite]. 13th International Conference on Semantic Web (ESWC 2016 - Satellite Events), Heraklion, Crete, Greece.Communication de conférence Chabchoub, M., Gagnon, M., & Zouaq, A. (mai 2016). Collective disambiguation and semantic annotation for entity linking and typing [Communication écrite]. 3rd Semantic Web Challenges Conference (ESWC 2016), Heraklion, Crete, Greece.Communication de conférence Haidar-Ahmad, L., Font, L., Zouaq, A., & Gagnon, M. (mai 2016). Entity typing and linking using SPARQL patterns and DBpedia [Communication écrite]. 3rd Semantic Web Challenges Conference (ESWC 2016), Heraklion, Crete, Greece.Communication de conférence Pinotte, G., Cury, D., & Zouaq, A. (septembre 2016). Ontomap: from concept maps to shallow owl ontologies [Communication écrite]. 7th International Conference on Concept Mapping (CMC 2016), Tallinn, Estonia.Communication de conférence N'techebo, P., Zouaq, A., & Gagnon, M. (juillet 2016). Semantic Annotation for the Analysis of Political Debates: A Graph-based Approach [Communication écrite]. International Conference on the Advances in Computational Analysis of Political Text (PolText), Dubrovnik, Croatia.
- 2015
Communication de conférence Font, L., Zouaq, A., & Gagnon, M. (novembre 2015). Assessing the quality of domain concepts descriptions in DBpedia [Communication écrite]. 11th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS 2015), Bangkok, Thailand.Communication de conférence Pinotte, G., Cury, D., & Zouaq, A. (décembre 2015). OntoMap: De Mapas Conceituais a Ontologias OWL [Communication écrite]. Nuevas Ideas en Informática Educativa (TISE 2015), Santiago, Chile.Communication de conférence McDonald, J., Zouaq, A., Gagnon, M., & Bird, R. (novembre 2015). Short Answers to Deep Questions: Insights from Tutorial Dialogue [Communication écrite]. Australian Learning Analytics Summer Institute (ALASI 2015), Sydney, Australia.Communication de conférence Joksimović, S., Kovanović, V., Jovanović, J., Zouaq, A., Gašević, D., & Hatala, M. (mars 2015). What do cMOOC participants talk about in Social Media? A Topic Analysis of Discourse in a cMOOC [Communication écrite]. 5th Learning Analytics and Knowledge Conference, Scaling up: big data to big impact, Poughkeepskie, NY, USA.
- 2014
Communication de conférence Jean-Louis, L., Zouaq, A., Gagnon, M., & Ensan, F. (décembre 2014). An Assessment of Online Semantic Annotators for the Keyword Extraction Task [Communication écrite]. Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014), Gold Coast, Australia.
- 2013
Communication de conférence Joksimović, S., Jovanovic, J., Gasevic, D., Zouaq, A., & Jeremic, Z. (juin 2013). An empirical evaluation of ontology-based semantic annotators [Communication écrite]. 7th International conference on Knowledge capture (K-CAP 2013), Banff, AB, Canada.Communication de conférence Gagnon, M., Zouaq, A., & Jean-Louis, L. (mai 2013). Combining Linked-data Semantic Annotators for Extraction of Relevant Expressions [Communication écrite]. 22nd International World Wide Web Conference (WWW 2013), Rio de Janeiro, Brazil.Communication de conférence Geesaman, P. L., Cordy, J. R., & Zouaq, A. (mai 2013). Light-weight ontology alignment using best-match clone detection [Communication écrite]. 7th International Workshop on Software Clones (IWSC 2013), San Francisco, CA, USA (7 pages).Communication de conférence Zouaq, A., Bagheri, E., & Guizzardi, R. (septembre 2013). Message from VORTE 2013 Workshop Chairs [Communication écrite]. 17th IEEE International Enterprise Distributed Object Computing Conference Workshops (EDOCW 2013), Vancouver, BC, Canada.Communication de conférence Zouaq, A., Joksimović, S., & Gaševic, D. (avril 2013). Ontology learning to analyze research trends in learning analytics publications [Communication écrite]. 3rd Conference on Learning Analytics and Knowledge (LAK 2013), Leuven, Belgium.
- 2012
Communication de conférence Desmarais, F. X., Gagnon, M., & Zouaq, A. (septembre 2012). Comparing a rule-based and a machine learning approach for semantic analysis [Communication écrite]. 6th International Conference on Advances in Semantic Processing (SEMAPRO 2012), Barcelona, Spain.Communication de conférence Geesaman, P. L., Cordy, J. R., & Zouaq, A. (novembre 2012). Ontology Alignment with Near-Miss Clone Detection [Communication écrite]. Consortium for Software Engineering Research (CSER 2012), Toronto, Canada.Communication de conférence Zouaq, A., Gasevic, D., & Hatala, M. (mai 2012). Voting Theory for Concept Detection [Communication écrite]. Extended Semantic Web Conference (ESWC 2012), Heraklion, Crete, Greece.
- 2011
Communication de conférence Zouaq, A., Gasevic, D., & Hatala, M. (mars 2011). Ontologizing concept maps using graph theory [Communication écrite]. ACM Symposium on Applied Computing, TaiChung, Taiwan.Communication de conférence Zouaq, A., Gašević, D., & Hatala, M. (août 2011). Unresolved Issues in Ontology Learning - Position Paper [Communication écrite]. 3rd Canadian Semantic Web Symposium (CSWS 2011), Vancouver, B.C..
- 2010
Communication de conférence Zouaq, A., Gagnon, M., & Ozell, B. (mai 2010). Can syntactic and logical graphs help word sense disambiguation? [Communication écrite]. 7th International Conference on Language Resources and Evaluation, Valletta, Malta.Communication de conférence Zouaq, A., Gagnon, M., & Ozell, B. (juin 2010). Grammaire de dépendances et ontologies de haut niveau : vers un processus modulaire pour l'analyse sémantique [Communication écrite]. 10th International Conference on Statistical Analysis of Textual Data (JADT 2010), Sapienza, Rome.
- 2009
Communication de conférence Zouaq, A., Gagnon, M., & Ozell, B. (novembre 2009). A SUMO-based semantic analysis for knowledge extraction [Communication écrite]. 4th Language and Technology Conference (LTC 2009), Poznan, Poland.Communication de conférence Zouaq, A., & Gagnon, M. (novembre 2009). Textual Cartography and Deep Linguistic Analysis as Necessary Tools for eLearning Development [Communication écrite]. 6eme colloque du CIRTA, Québec, Québec.Communication de conférence Zouaq, A., Gagnon, M., & Ozell, B. (novembre 2009). Unsupervised and open ontology-based semantic analysis [Communication écrite]. 4th Language and Technology Conference (LTC 2009), Poznan, Poland.
- 2008
Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (juin 2008). Bridging the Gap between ITS and eLearning: Towards Learning Knowledge Objects [Communication écrite]. International Conference on Intelligent Tutoring Systems (ITS 2008), Montréal, Québec.
- 2007
Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (juin 2007). A Framework for the Capitalization of e-Learning Resources [Communication écrite]. EdMedia + Innovate Learning 2007, Vancouver, B.C..Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (septembre 2007). Building Domain Ontologies from Text for Educational Purposes [Communication écrite]. European Conference on Technology Enhanced Learning (EC-TEL 2007), Crete, Greece.Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (mai 2007). Document Semantic Annotation for Intelligent Tutoring Systems: A Concept Mapping Approach [Communication écrite]. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2007), Key West, Florida.Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (juillet 2007). Towards Learning Knowledge Objects [Communication écrite]. 13th International Conference on Artificial Intelligence in Education (AIED 2007), Los Angeles, California.Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (juin 2007). Une architecture d'acquisition et d'exploitation des connaissances pour les EIAH [Communication écrite]. Environnement Informatique pour l'Apprentissage Humain (EIAH 2007), Lausanne, Suisse.Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (juillet 2007). Using a Competence Model to Aggregate Learning Knowledge Objects [Communication écrite]. 7th IEEE International Conference on Advanced Learning Technologies (ICALT 2007), Niigata, Japan.
- 2006
Communication de conférence Zouaq, A., Nkambou, R., & Frasson, C. (novembre 2006). The Knowledge Puzzle: An Integrated Approach of Intelligent Tutoring Systems and Knowledge Management [Communication écrite]. 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), Arlington, VA, USA.
- 2024
- Chapitres de livre (3)
- 2017
Chapitre de livre Zouaq, A., Jovanović, J., Gašević, D., & Joksimović, S. (2017). Linked Data for Learning Analytics: Potentials and Challenges. Dans Lang, C., Siemens, G., Wise, A. F., & Gaševic, D. (édit.), The Handbook of Learning Analytics (p. 347-355).
- 2011
Chapitre de livre Zouaq, A. (2011). An Overview of Shallow and Deep Natural Language Processing for Ontology Learning. Dans Wilson, W., Wei, L., & Mohammed, B. (édit.), Ontology Learning and Knowledge Discovery Using the Web: Challenges and Recent Advances (p. 16-37).
- 2010
Chapitre de livre Zouaq, A., & Nkambou, R. (2010). A Survey of Domain Ontology Engineering: Methods and Tools. Dans Nkambou, R., Bourdeau, J., & Mizoguchi, R. (édit.), Advances in Intelligent Tutoring Systems (Vol. 308, p. 103-119).
- 2017
- Rapports (1)
- 2009
Rapport Zouaq, A. (2009). A state of the art in the automatic generation of 3D animations from texts. (Rapport technique).
- 2009
- Ensembles de données (1)
- 2020
Ensemble de données Martel, F., & Zouaq, A. (2020). Supplemental Material for Paper 'Taxonomy Extraction Using Knowledge Graph Embeddings and Hierarchical Clustering' [Ensemble de données].
- 2020