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Amal ZouaqDépartement de génie informatique et génie logiciel
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Aguiar, C. Z. , Cury, D., & Zouaq, A. (2018). Towards technological approaches for concept maps mining from text. CLEI Electronic Journal, 21(1). Disponible
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. Lien externe
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). Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Disponible
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. Disponible
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. Lien externe
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). Lien externe
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. Lien externe
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. Lien externe
Favreau, C.-O., Zouaq, A., & Bhatnagar, S. (mai 2022). Learning to Rank with BERT for Argument Quality Evaluation [Communication écrite]. 35th International Florida Artificial Intelligence Research Society Conference (FLAIRS-35 2022), Jensen Beach, FL, USA (6 pages). Lien externe
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). Lien externe
Ferry, F., Zouaq, A., & Gagnon, M. (octobre 2018). Automatic Identification of Relations in Québec Heritage Data [Communication écrite]. 7th International Conference on Digital Heritage, (EuroMed 2018), Nicosia, Cyprus. Lien externe
Font, L., Zouaq, A., & Gagnon, M. (2017). Assessing and Improving Domain Knowledge Representation in DBpedia. Open Journal of Semantic Web, 4(1). Disponible
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. Lien externe
Gagnon, M., Font, L., & Zouaq, A. (2024). An Exploration of IFLA LRM for Literature Data Representation. Journal on Computing and Cultural Heritage. Lien externe
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. Lien externe
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). Lien externe
Gagnon, M., Zouaq, A., Aranha, F., Ensan, F., & Jean-Louis, L. (2019). An analysis of the semantic annotation task on the linked data cloud. International Journal of Metadata, Semantics and Ontologies, 13(4), 317-329. Lien externe
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. Lien externe
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. Lien externe
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). Lien externe
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. Non disponible
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. Lien externe
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). Non disponible
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
Lange Di Cesare, K., Zouaq, A., Gagnon, M., & Jean-Louis, L. (2018). A machine learning filter for the slot filling task. Information, 9(6). Disponible
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. Lien externe
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). Lien externe
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. Lien externe
Martel, F., & Zouaq, A. (2020). Supplemental Material for Paper 'Taxonomy Extraction Using Knowledge Graph Embeddings and Hierarchical Clustering' [Ensemble de données]. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Non disponible
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. Lien externe
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). Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Non disponible
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. Lien externe
Radoev, N., Tremblay, M., Gagnon, M., & Zouaq, A. (mai 2017). AMAL: Answering French natural language questions using DBpedia [Communication écrite]. 4th International Conference on Semantic Web Evaluation Challenge (SemWebEval 2017), Portoroz, Slovenia. Lien externe
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. Non disponible
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). Lien externe
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. Lien externe
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. Lien externe
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). Lien externe
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. Lien externe
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. Non disponible
Zouaq, A., Gasevic, D., & Hatala, M. (mai 2012). Voting Theory for Concept Detection [Communication écrite]. Extended Semantic Web Conference (ESWC 2012), Heraklion, Crete, Greece. Lien externe
Zouaq, A., Gasevic, D., & Hatala, M. (mars 2011). Ontologizing concept maps using graph theory [Communication écrite]. ACM Symposium on Applied Computing, TaiChung, Taiwan. Lien externe
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). Lien externe
Zouaq, A., Gasevic, D., & Hatala, M. (2011). Towards open ontology learning and filtering. Information Systems, 36(7), 1064-1081. Lien externe
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.. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
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. Lien externe
Zouaq, A., Gagnon, M., & Ozell, B. (mars 2010). Semantic analysis using dependency/based grammars and upper-level ontologies [Communication écrite]. 11th International Conference on Intelligent texte processing and computational linguistics (CICLing 2010), Iasi, Romania. Lien externe
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). Lien externe
Zouaq, A. (2010). Towards Explicit Semantics in Learning Objects. IEEE Learning Technology Newsletter. Lien externe
Zouaq, A., & Nkambou, R. (2009). Enhancing Learning Objects with an Ontology-Based Memory. IEEE Transactions on Knowledge and Data Engineering, 21(6), 881-893. Lien externe
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. Lien externe
Zouaq, A. (2009). A state of the art in the automatic generation of 3D animations from texts. (Rapport technique). Non disponible
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. Non disponible
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. Non disponible
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. Lien externe
Zouaq, A., & Nkambou, R. (2008). Building Domain Ontologies from Text for Educational Purposes. IEEE Transactions on Learning Technologies, 1(1), 49-62. Lien externe
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. Lien externe
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. Non disponible
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.. Lien externe
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. Lien externe
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. Non disponible
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. Lien externe
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. Lien externe
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. Lien externe
