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Amal ZouaqDepartment of Computer Engineering and Software Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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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). Available
Aguiar, Z. C., Cury, D., & Zouaq, A. (2016, September). Automatic Construction of Concept Maps from Texts [Paper]. 7th International Conference on Concept Mapping, Tallinn, Estonia. External link
Bhatanagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (2020, July). A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment [Paper]. 13th International Conference on Educational Data Mining (EDM 2020). External link
Bhatnagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (2020, September). Learnersourcing quality assessment of explanations for peer instruction [Paper]. 15th European Conference on Technology Enhanced Learning (EC-TEL 2020), Heidelberg, Germany. External link
Bahmid, R., & Zouaq, A. (2018, December). Hybrid Question Answering Using Heuristic Methods and Linked Data Schema [Paper]. IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018), Santiago, Chile. External link
Clouâtre, L., Zouaq, A., & Chandar, S. (2024, May). MVP: Minimal Viable Phrase for Long Text Understanding [Paper]. Joint 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation (LREC-COLING 2024), Hybrid, Torino, Italy. External link
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. External link
Clouâtre, L., Parthasarathi, P., Zouaq, A., & Anbil Parthipan, S. C. (2022, May). Local Structure Matters Most: Perturbation Study in NLU [Paper]. 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL 2022), Dublin, IRELAND. External link
Clouatre, L., Trempe, P., Zouaq, A., & Anbil Parthipan, S. C. (2021, August). MLMLM: link prediction with mean likelihood masked language model [Paper]. 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. Available
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. Available
Chabchoub, M., Gagnon, M., & Zouaq, A. (2016, May). Collective disambiguation and semantic annotation for entity linking and typing [Paper]. 3rd Semantic Web Challenges Conference (ESWC 2016), Heraklion, Crete, Greece. External link
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). External link
Desmarais, F. X., Gagnon, M., & Zouaq, A. (2012, September). Comparing a rule-based and a machine learning approach for semantic analysis [Paper]. 6th International Conference on Advances in Semantic Processing (SEMAPRO 2012), Barcelona, Spain. External link
Ensan, F., Bagheri, E., Zouaq, A., & Kouznetsov, A. (2017, November). An Empirical Study of Embedding Features in Learning to Rank [Paper]. ACM Conference on Information and Knowledge Management (CIKM 2017), Singapore. External link
Favreau, C.-O., Zouaq, A., & Bhatnagar, S. (2022, May). Learning to Rank with BERT for Argument Quality Evaluation [Paper]. 35th International Florida Artificial Intelligence Research Society Conference (FLAIRS-35 2022), Jensen Beach, FL, USA (6 pages). External link
Font, L., Piché, D., Zouaq, A., & Gagnon, M. (2021, December). Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base [Paper]. 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021). External link
Ferry, F., Zouaq, A., & Gagnon, M. (2018, October). Automatic Identification of Relations in Québec Heritage Data [Paper]. 7th International Conference on Digital Heritage, (EuroMed 2018), Nicosia, Cyprus. External link
Font, L., Zouaq, A., & Gagnon, M. (2017). Assessing and Improving Domain Knowledge Representation in DBpedia. Open Journal of Semantic Web, 4(1). Available
Font, L., Zouaq, A., & Gagnon, M. (2015, November). Assessing the quality of domain concepts descriptions in DBpedia [Paper]. 11th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS 2015), Bangkok, Thailand. External link
Gagnon, M., Font, L., & Zouaq, A. (2024). An Exploration of IFLA LRM for Literature Data Representation. Journal on Computing and Cultural Heritage. External link
Gosselin, F., & Zouaq, A. (2023, November). SORBET: A Siamese Network for Ontology Embeddings Using a Distance-Based Regression Loss and BERT [Paper]. 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece. External link
Ghavidel, H. A., Zouaq, A., & Desmarais, M. C. (2020, May). Using BERT and XLNET for the automatic short answer grading task [Paper]. 12th International Conference on Computer Supported Education (CSEDU 2020). External link
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. External link
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. External link
Gagnon, M., Zouaq, A., & Jean-Louis, L. (2013, May). Combining Linked-data Semantic Annotators for Extraction of Relevant Expressions [Paper]. 22nd International World Wide Web Conference (WWW 2013), Rio de Janeiro, Brazil. External link
Geesaman, P. L., Cordy, J. R., & Zouaq, A. (2013, May). Light-weight ontology alignment using best-match clone detection [Paper]. 7th International Workshop on Software Clones (IWSC 2013), San Francisco, CA, USA (7 pages). External link
Geesaman, P. L., Cordy, J. R., & Zouaq, A. (2012, November). Ontology Alignment with Near-Miss Clone Detection [Paper]. Consortium for Software Engineering Research (CSER 2012), Toronto, Canada. Unavailable
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. External link
Hirigoyen, R., Zouaq, A., & Reyd, S. (2022, November). A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation [Paper]. 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). Unavailable
Haidar-Ahmad, L., Zouaq, A., & Gagnon, M. (2016, May). Automatic extraction of axioms from wikipedia using SPARQL [Paper]. 13th International Conference on Semantic Web (ESWC 2016 - Satellite Events), Heraklion, Crete, Greece. External link
Haidar-Ahmad, L., Font, L., Zouaq, A., & Gagnon, M. (2016, May). Entity typing and linking using SPARQL patterns and DBpedia [Paper]. 3rd Semantic Web Challenges Conference (ESWC 2016), Heraklion, Crete, Greece. External link
Joksimović, S., Kovanović, V., Jovanović, J., Zouaq, A., Gašević, D., & Hatala, M. (2015, March). What do cMOOC participants talk about in Social Media? A Topic Analysis of Discourse in a cMOOC [Paper]. 5th Learning Analytics and Knowledge Conference, Scaling up: big data to big impact, Poughkeepskie, NY, USA. External link
Jean-Louis, L., Zouaq, A., Gagnon, M., & Ensan, F. (2014, December). An Assessment of Online Semantic Annotators for the Keyword Extraction Task [Paper]. Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014), Gold Coast, Australia. External link
Joksimović, S., Jovanović, J., Gašević, D., Zouaq, A., & Jeremić, Z. (2013, June). An empirical evaluation of ontology-based semantic annotators [Paper]. 7th International conference on Knowledge capture (K-CAP 2013), Banff, AB, Canada. External link
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. External link
Layoun, J.-C., Zouaq, A., & Desmarais, M. C. (2024, April). Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning [Paper]. 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024), New York, NY, USA. External link
Lange Di Cesare, K., Zouaq, A., Gagnon, M., & Jean-Louis, L. (2018). A machine learning filter for the slot filling task. Information, 9(6). Available
Lange Di Cesare, K., Gagnon, M., Zouaq, A., & Jean-Louis, L. (2016, April). A machine learning filter for relation extraction [Paper]. 25th International World Wide Web Conference (WWW 2016), Montréal, Québec. External link
Mehenni, G., & Zouaq, A. (2024, November). Ontology-Constrained Generation of Domain-Specific Clinical Summaries [Paper]. 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2024), Amsterdam, The Netherlands. Published in Lecture notes in computer science. External link
Moslemi, M., & Zouaq, A. (2024). TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language Models. Findings of the Association for Computational Linguistics: NAACL 2022, 1553-1567. External link
Martel, F., & Zouaq, A. (2021, March). Taxonomy extraction using knowledge graph embeddings and hierarchical clustering [Paper]. 36th Annual ACM Symposium on Applied Computing (SAC 2021). External link
Marchand, E., Gagnon, M., & Zouaq, A. (2020, August). Extraction of a Knowledge Graph from French Cultural Heritage Documents [Paper]. 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. External link
Martel, F., & Zouaq, A. (2020). Supplemental Material for Paper 'Taxonomy Extraction Using Knowledge Graph Embeddings and Hierarchical Clustering' [Dataset]. External link
Mantecon, J. G. A., Abdi Ghavidel, H. A., Zouaq, A., Jovanovic, J., & MacDonald, J. (2018, July). A Comparison of Features for the Automatic Labeling of Student Answers to Open-ended Questions [Paper]. 11th International Conference on Educational Data Mining, Buffalo, NY, USA. External link
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. External link
McDonald, J., Zouaq, A., Gagnon, M., & Bird, R. (2015, November). Short Answers to Deep Questions: Insights from Tutorial Dialogue [Paper]. Australian Learning Analytics Summer Institute (ALASI 2015), Sydney, Australia. External link
N'techebo, P., Zouaq, A., & Gagnon, M. (2016, July). Semantic Annotation for the Analysis of Political Debates: A Graph-based Approach [Paper]. International Conference on the Advances in Computational Analysis of Political Text (PolText), Dubrovnik, Croatia. Unavailable
Piché, 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. External link
Piché, D., Zouaq, A., Gagnon, M., & Font, L. (2021, September). Masked language model entity matching for cultural heritage data [Paper]. International Joint Workshop on Semantic Web and Ontology Design for Cultural Heritage (SWODCH 2021) (12 pages). External link
Pinotte, G., Cury, D., & Zouaq, A. (2016, September). Ontomap: from concept maps to shallow owl ontologies [Paper]. 7th International Conference on Concept Mapping (CMC 2016), Tallinn, Estonia. External link
Pinotte, G., Cury, D., & Zouaq, A. (2015, December). OntoMap: De Mapas Conceituais a Ontologias OWL [Paper]. Nuevas Ideas en Informática Educativa (TISE 2015), Santiago, Chile. External link
Reyd, S., & Zouaq, A. (2023, November). Assessing the Generalization Capabilities of Neural Machine Translation Models for SPARQL Query Generation [Paper]. 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece. External link
Radoev, N., Tremblay, M., Zouaq, A., & Gagnon, M. (2018, June). LAMA: a Language Adaptive Method for Question Answering [Paper]. Extended Semantic Web Conference (ESWC 2018), Heraklion, Greece. Unavailable
Radoev, N., Zouaq, A., Tremblay, M., & Gagnon, M. (2018, June). A Language Adaptive Method for Question Answering on French and English [Paper]. 5th Semantic Web Evaluation Challenge (SemWebEval 2018), Heraklion, Greece. External link
Radoev, N., Tremblay, M., Gagnon, M., & Zouaq, A. (2017, May). AMAL: Answering French natural language questions using DBpedia [Paper]. 4th International Conference on Semantic Web Evaluation Challenge (SemWebEval 2017), Portoroz, Slovenia. External link
Radoev, N., Tremblay, M., Gagnon, M., & Zouaq, A. (2017, May). Answering Natural Language Questions on RDF Knowledge Base in French [Paper]. Question Answering over Linked Data Challenge (QALD2017 Challenge - ESWC 2017), Portoroz, Slovenia. Unavailable
Zouaq, A., & Martel, F. (2020, June). What is the schema of your knowledge graph?: Leveraging knowledge graph embeddings and clustering for expressive taxonomy learning [Paper]. International Workshop on Semantic Big Data (SBD 2020), Portland, OR (6 pages). External link
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. External link
Zhou, H., Zouaq, A., & Inkpen, D. (2017, November). DBpedia Entity Type Detection using Word Embeddings [Paper]. 8th International Conference on Knowledge Engineering and Semantic Web (KESW 2017), Szczecin, Poland. External link
Zouaq, A., Jovanović, J., Gašević, D., & Joksimović, S. (2017). Linked Data for Learning Analytics: Potentials and Challenges. In Lang, C., Siemens, G., Wise, A. F., & Gaševic, D. (eds.), The Handbook of Learning Analytics (pp. 347-355). External link
Zouaq, A., Bagheri, E., & Guizzardi, R. (2013, September). Message from VORTE 2013 Workshop Chairs [Paper]. 17th IEEE International Enterprise Distributed Object Computing Conference Workshops (EDOCW 2013), Vancouver, BC, Canada. External link
Zouaq, A., Joksimović, S., & Gaševic, D. (2013, April). Ontology learning to analyze research trends in learning analytics publications [Paper]. 3rd Conference on Learning Analytics and Knowledge (LAK 2013), Leuven, Belgium. Unavailable
Zouaq, A., Gašević, D., & Hatala, M. (2012, May). Voting Theory for Concept Detection [Paper]. Extended Semantic Web Conference (ESWC 2012), Heraklion, Crete, Greece. External link
Zouaq, A., Gašević, D., & Hatala, M. (2011, March). Ontologizing concept maps using graph theory [Paper]. ACM Symposium on Applied Computing, TaiChung, Taiwan. External link
Zouaq, A. (2011). An Overview of Shallow and Deep Natural Language Processing for Ontology Learning. In Wilson, W., Wei, L., & Mohammed, B. (eds.), Ontology Learning and Knowledge Discovery Using the Web: Challenges and Recent Advances (pp. 16-37). External link
Zouaq, A., Gasevic, D., & Hatala, M. (2011). Towards open ontology learning and filtering. Information Systems, 36(7), 1064-1081. External link
Zouaq, A., Gašević, D., & Hatala, M. (2011, August). Unresolved Issues in Ontology Learning - Position Paper [Paper]. 3rd Canadian Semantic Web Symposium (CSWS 2011), Vancouver, B.C.. External link
Zouaq, A., Gagnon, M., & Ozell, B. (2009, November). Unsupervised and open ontology-based semantic analysis [Paper]. 4th Language and Technology Conference (LTC 2009), Poznan, Poland. External link
Zouaq, A., Gagnon, M., & Ozell, B. (2010, May). Can syntactic and logical graphs help word sense disambiguation? [Paper]. 7th International Conference on Language Resources and Evaluation, Valletta, Malta. External link
Zouaq, A., Gagnon, M., & Ozell, B. (2010, June). Grammaire de dépendances et ontologies de haut niveau : vers un processus modulaire pour l'analyse sémantique [Paper]. 10th International Conference on Statistical Analysis of Textual Data (JADT 2010), Sapienza, Rome. External link
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. External link
Zouaq, A., Gagnon, M., & Ozell, B. (2010, March). Semantic analysis using dependency/based grammars and upper-level ontologies [Paper]. 11th International Conference on Intelligent texte processing and computational linguistics (CICLing 2010), Iasi, Romania. External link
Zouaq, A., & Nkambou, R. (2010). A Survey of Domain Ontology Engineering: Methods and Tools. In Nkambou, R., Bourdeau, J., & Mizoguchi, R. (eds.), Advances in Intelligent Tutoring Systems (Vol. 308, pp. 103-119). External link
Zouaq, A. (2010). Towards Explicit Semantics in Learning Objects. IEEE Learning Technology Newsletter. External link
Zouaq, A., & Nkambou, R. (2009). Enhancing Learning Objects with an Ontology-Based Memory. IEEE Transactions on Knowledge and Data Engineering, 21(6), 881-893. External link
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. External link
Zouaq, A. (2009). A state of the art in the automatic generation of 3D animations from texts. (Technical Report). Unavailable
Zouaq, A., Gagnon, M., & Ozell, B. (2009, November). A SUMO-based semantic analysis for knowledge extraction [Paper]. 4th Language and Technology Conference (LTC 2009), Poznan, Poland. Unavailable
Zouaq, A., & Gagnon, M. (2009, November). Textual Cartography and Deep Linguistic Analysis as Necessary Tools for eLearning Development [Paper]. 6eme colloque du CIRTA, Québec, Québec. Unavailable
Zouaq, A., Nkambou, R., & Frasson, C. (2008, June). Bridging the Gap between ITS and eLearning: Towards Learning Knowledge Objects [Paper]. International Conference on Intelligent Tutoring Systems (ITS 2008), Montréal, Québec. External link
Zouaq, A., & Nkambou, R. (2008). Building Domain Ontologies from Text for Educational Purposes. IEEE Transactions on Learning Technologies, 1(1), 49-62. External link
Zouaq, A., Nkambou, R., & Frasson, C. (2007, September). Building Domain Ontologies from Text for Educational Purposes [Paper]. European Conference on Technology Enhanced Learning (EC-TEL 2007), Crete, Greece. External link
Zouaq, A., Nkambou, R., & Frasson, C. (2007, May). Document Semantic Annotation for Intelligent Tutoring Systems: A Concept Mapping Approach [Paper]. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2007), Key West, Florida. Unavailable
Zouaq, A., Nkambou, R., & Frasson, C. (2007, June). A Framework for the Capitalization of e-Learning Resources [Paper]. EdMedia + Innovate Learning 2007, Vancouver, B.C.. External link
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. External link
Zouaq, A., Nkambou, R., & Frasson, C. (2007, July). Towards Learning Knowledge Objects [Paper]. 13th International Conference on Artificial Intelligence in Education (AIED 2007), Los Angeles, California. Unavailable
Zouaq, A., Nkambou, R., & Frasson, C. (2007, June). Une architecture d'acquisition et d'exploitation des connaissances pour les EIAH [Paper]. Environnement Informatique pour l'Apprentissage Humain (EIAH 2007), Lausanne, Suisse. External link
Zouaq, A., Nkambou, R., & Frasson, C. (2007, July). Using a Competence Model to Aggregate Learning Knowledge Objects [Paper]. 7th IEEE International Conference on Advanced Learning Technologies (ICALT 2007), Niigata, Japan. External link
Zouaq, A., Nkambou, R., & Frasson, C. (2006, November). The Knowledge Puzzle: An Integrated Approach of Intelligent Tutoring Systems and Knowledge Management [Paper]. 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), Arlington, VA, USA. External link
