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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
Font, L., Gagnon, M., Leduc, N., & Richard, P. (2022). Intelligence in QED-Tutrix: Balancing the Interactions Between the Natural Intelligence of the User and the Artificial Intelligence of the Tutor Software. Dans Richard, P. R., Pilar Vélez, M., & Van Vaerenbergh, S. (édit.), Mathematics Education in the Age of Artificial Intelligence : How Artificial Intelligence can Serve Mathematical Human Learning (Vol. 17, 45-76). 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
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
Font, L., Cyr, S., Richard, P. R., & Gagnon, M. (août 2019). Automating the generation of high school geometry proofs using Prolog in an educational context [Communication écrite]. 8th International Workshop on Theorem Proving Components for Educational Software, (ThEdu 2019), Natal, Brazil (16 pages). Lien externe
Fernandez-Escudero, C., Gagnon, M., Laurendeau, É., Prothin, S., Ross, A., & Michon, G. (janvier 2019). Experimental and Numerical Aeroelastic Analysis of Airfoil-Aileron System with Nonlinear Energy Sink [Communication écrite]. 37th IMAC, A Conference and Exposition on Structural Dynamics, Orlando, FL, United states. 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
Levesque, F., St-Germain, M., Piche, D., Gauvin, J.-F., Gagnon, M., & Hurtut, T. (avril 2020). MusX: Online exploring and visualizing graph-based musical adaptations [Communication écrite]. 36th IEEE International Conference on Data Engineering (ICDE 2020), Dallas, TX. Lien externe
Corbeil, J.-P., Gagnon, M., & Richard, P. R. (juin 2020). Probabilistic approaches to detect blocking states in intelligent tutoring system [Communication écrite]. 16th International Conference on Intelligent Tutoring Systems (ITS 2020), Athens, Greece. Lien externe
Menet, F., Berthier, P., Gagnon, M., & Fernandez, J. M. (2020). Spartan Networks: Self-feature-squeezing neural networks for increased robustness in adversarial settings. Computers and Security, 88, 101537 (17 pages). 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
Richard, P. R., Venant, F., & Gagnon, M. (2019). Issues and challenges in instrumental proof. Dans Proof Technology in Mathematics Research and Teaching (Vol. 14, 139-172). 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
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
Richard, P. R., Gagnon, M., & Fortuny, J. M. (juillet 2016). Connectedness of Problems and Impasse Resolution in the Solving Process in Geometry: A Major Educational Challenge [Communication écrite]. 13th International Congress on Mathematical Education (ICME 2016), Hamburg, Germany. Lien externe
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
Font, L., Richard, P. R., & Gagnon, M. (août 2017). Improving QED-Tutrix by automating the generation of proofs [Communication écrite]. 6th International Workshop on Theorem Proving Components for Educational Software (ThEdu 2017), Gothenburg, Sweden. Publié dans Electronic Proceedings in Theoretical Computer Science, 267. 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
Menet, F., Berthier, P., Gagnon, M., & Fernandez, J. M. (octobre 2018). Spartan Networks: Self-Feature-Squeezing Networks for Increased Robustness in Adversarial Settings [Affiche]. ACM SIGSAC Conference on Computer and Communications Security (CCS 2018), Toronto, Canada. 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
Font, L., Zouaq, A., & Gagnon, M. (2017). Assessing and Improving Domain Knowledge Representation in DBpedia. Open Journal of Semantic Web, 4(1). Disponible
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
Tessier-Baillargeon, M., Leduc, N., Richard, P. R., & Gagnon, M. (février 2017). QED-Tutrix: creating and expanding a problem database towards personalized problem itineraries for proof learning [Communication écrite]. 10th Congress of European Research in Mathematics Education (CERME 2017), Dublin, Ireland. Lien externe
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
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
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
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
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
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
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), Sydnay, Australia. 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
Charton, E., Meurs, M.-J., Jean-Louis, L., & Gagnon, M. (mai 2014). Improving entity linking using surface form refinement [Communication écrite]. 9th International Conference on Language Resources and Evaluation (LREC 2014), Reykjavik, Iceland. Non disponible
Claude-Lachenaud, C., Charton, É., Ozell, B., & Gagnon, M. (mai 2014). A multimodal interpreter for 3D visualization and animation of verbal concepts [Communication écrite]. 9th Language Resources and Evaluation Conference (LREC2014), Reykjavik, Iceland. Non disponible
Charton, E., Meurs, M.-J., Jean-Louis, L., & Gagnon, M. (juin 2014). Mutual Disambiguation for Entity Linking [Communication écrite]. 52nd Annual Meeting of the Association for Computational Linguistics, Baltimore, Maryland. Lien externe
Richard, P. R., Gagnon, M., Fortuny, J. M., Leduc, N., & Tessier-Baillargeon, M. (2013). Means of Choice for Interactive Management of Dynamic Geometry Problems Based on Instrumented Behaviour. American Journal of Computational Mathematics, 3(3B), 41-51. Disponible
Gagnon, M. (2013). Les bibliothèques numériques sont-elles solubles dans le Web sémantique ? Documentation et bibliothèques, 59(3), 161-168. 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
Charton, E., Meurs, M.-J., Jean-Louis, L., & Gagnon, M. (2013). Using collaborative tagging for text classification: from text classification to opinion mining. Informatics, 1(1), 32-51. Disponible
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
Charton, E., & Gagnon, M. (mai 2012). A Disambiguation Resource Extracted From Wikipedia for Semantic Annotation [Communication écrite]. 8th International Conference on Language Resources and Evaluation, Istanbul, Turkey. Lien externe
Torres-Moreno, J.-M., Velazquez-Morales, P., & Gagnon, M. (décembre 2011). Statistical summarization at QA@INEX 2011 track using cortex and enertex systems [Communication écrite]. 10th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2011), Saarbrücken, Germany. Lien externe
Desmarais, M. C., Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., Pelczer, I., & Robert, J.-M. (août 2011). Assessing engineering freshman mathematics skills with adaptive testing [Communication écrite]. International Conference on Engineering Education, Belfast, Northern Ireland, UK. Lien externe
Charton, E., Gagnon, M., & Ozell, B. (mai 2011). Automatic semantic web annotation of named entities [Communication écrite]. 24th Canadian Conference on Artificial Intelligence (AI 2011), collocated with the 37th Graphics Interface Conference (GI 2011) and 8th Canadian Conference on Computer and Robot Vision (CRV 2011), St. John's, NL, Canada. Lien externe
Torres-Moreno, J.-M., & Gagnon, M. (décembre 2010). The cortex automatic summarization system at the QA@INEX track 2010 [Communication écrite]. 9th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX 2010), Vught, Netherlands. Lien externe
Tétreault, M., Dufresne, A., & Gagnon, M. (2011). Development of an Ontology-based E-recruitment application that integrates social web. Dans Electronic business interoperability : concepts, opportunities and challenges (363-395). Lien externe
Richard, P. R., Fortuny, J. M., Gagnon, M., Leduc, N., Puertas, E., & Tessier-Baillargeon, M. (2011). Didactic and theoretical-based perspectives in the experimental development of an intelligent tutorial system for the learning of geometry. ZDM, 43(3), 425-439. Lien externe
Desmarais, M. C., Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., & Pelczer, I. (mai 2011). Évaluation efficace des acquis mathématiques pour l'apprentissage personnalisé [Communication écrite]. Journée MATI, Montréal, Québec. Non disponible
Charton, E., Gagnon, M., & Ozell, B. (juin 2011). Extension d'un système d'étiquetage d'entités nommées en étiqueteur sémantique [Communication écrite]. Traitement automatique des langues naturelles (TALN 2011), Montpellier. Lien externe
Charton, E., Gagnon, M., & Ozell, B. (juin 2011). Génération automatique de motifs de détection d'entités nommées en utilisant des contenus encyclopédiques [Communication écrite]. Traitement automatique des langues naturelles (TALN 2011), Montpellier. Lien externe
Gaha, M., Gagnon, M., & Sirois, F. (août 2011). A modern Blackboard system [Communication écrite]. IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Workshops (WI-IAT 2011), Lyon, France. 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
Loye, N., Caron, F., Pineault, J., Tessier-Baillargeon, M., Burney-Vincent, C., & Gagnon, M. (2011). La validité du diagnostic issu d'un mariage entre didactique et mesure sur un test existant. Dans Raîche, G., Paquette-Côté, K., & Magis, D. (édit.), Des mécanismes pour assurer la validité de l'interprétation de la mesure en éducation (Vol. 2, 11-30). 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
Richard, P. R., Leduc, N., Tessier-Baillargeon, M., & Gagnon, M. (juin 2010). Contribution of a computer algebra system (CAS) in the solving of problems in geometry with the help of an emerging tutorial system [Communication écrite]. Computer Algebra and Dynamic Geometry Systems in Mathematics Education, Hluboká nad Vltavou (Czech Republic). Non disponible
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
Ruhlmann, L., Ozell, B., Gagnon, M., Bourgoin, S., & Charton, E. (septembre 2010). Improving Communication Using 3D Animation [Communication écrite]. 14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2010), Cardiff, Wales. Lien externe
Charton, E., Gagnon, M., & Ozell, B. (juillet 2010). Poly-co : an unsupervised co-reference detection system [Communication écrite]. 6th International Natural Language Generation Conference, Trim, Ireland. Non disponible
Charton, E., Gagnon, M., & Ozell, B. (juillet 2010). A preprocessing system to include imaginative animations according to text in educational applications [Communication écrite]. 3rd Workshop on Multimodal Output Generation, Dublin. Non disponible
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 Text Processing and Computational Linguistics (CICLing 2010), Iasi, Romania. 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), Isai, Romania. Non disponible
Aymemo, J. M. F., Gagnon, M., Gauthier, J., Leduc, N., Puertas, E., Richard, P. R., Rosu, C., & Tessier-Baillargeon, M. (janvier 2010). Theoretical fundaments for an intelligent tutorial system towards the learning of geometry at a high school level [Communication écrite]. Interoperable Interactive Geometry Conference, 12GEO 2010, Hluboká nad Vltavou (Czech Republic). Lien externe
Zouaq, A., & Gagnon, M. (novembre 2009). Cartographie textuelle et analyse linguistique profonde : Des techniques indispensables au développement du e-Learning [Communication écrite]. Colloque CIRTA 2009 : recherche et pratique du e-learning en 2009, Québec. 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
Loye, N., Caron, F., Pineault, J., Tessier-Balliargeon, M., Burney-Vincent, C., & Gagnon, M. (mai 2009). La validité d'un diagnostic issu du mariage entre didactique et mesure [Communication écrite]. 77e Congrès de l'ACFAS, Ottawa, Ontario. Non disponible
Desmarais, M. C., Willarreal, A., & Gagnon, M. (juin 2008). Adaptive test design with a naive bayes framework [Communication écrite]. 1st Conference on Educational Data Mining, Montréal, Québec. Lien externe
Parent, G., Gagnon, M., & Muller, P. (juin 2008). Annotation d'expressions temporelles et d'événements en français [Communication écrite]. Traitement automatique des langues naturelles (TALN 2008), Avignon. Lien externe
Huet, G., Sanschagrin, B., Gagnon, M., Spooner, D., Vadean, A., & Camarero, R. (juin 2008). The assessment of student teamwork to promote CDIO learning objectives [Communication écrite]. 4th International CDIO Conference, Gent, Belgium. Lien externe
Spooner, D., Sanschagrin, B., Gagnon, M., Vadean, A., Camarero, R., Leblanc, T., & Poirier, D. (juin 2008). Fostering team dynamics across and engineering curriculum [Communication écrite]. 4th International CDIO Conference, Gent, Belgium. Lien externe
Boudreault, Y., Desmarais, M. C., & Gagnon, M. (juin 2007). Designing a learning environment for the freshman of computer engineering and software engineering programs [Communication écrite]. 114th ASEE Conference & Exhibition, Honolulu, Hawaii, USA. Non disponible
Richard, P., Fortuny, J., Hohenwarter, M., & Gagnon, M. (octobre 2007). GeogebraTutor : Une nouvelle apporche pour la recherche sur l'apprentissage compétentiel et instrumenté de la géométrie à l'école secondaire [Communication écrite]. World Conference on E-Learning in Corporate, Government, Healthcare and Higher Education (E-Learn 2007), Québec, Canada. Lien externe
Gagnon, M. (juillet 2007). Ontology-based integration of data sources [Communication écrite]. 10th International Conference on Information Fusion (ICIF 2007), Quebec, QC, Canada (8 pages). Lien externe
Desmarais, M. C., & Gagnon, M. (octobre 2006). Bayesian student models based on item to item knowledge structures [Communication écrite]. 1st European Conference on Technology Enhanced Learning (EC-TEL 2006), Crete, Greece. Lien externe
Desmarais, M. C., Gagnon, M., & Meshkinfam, P. (juillet 2006). Data mining and students models [Communication écrite]. AAAI Workshop, Boston, MA, United States. Non disponible
Desmarais, M. C., Gagnon, M., & Meshkinfam, P. (juillet 2006). Item-based Bayesian student models [Communication écrite]. AAAI Workshop Data Mining in Education, Boston, MA, United States. Lien externe
Desmarais, M. C., Meshkinfam, P., & Gagnon, M. (2006). Learned student models with item to item knowledge structures. User Modeling and User-Adapted Interaction, 16(5), 403-434. Lien externe
Gagnon, M., & Da Sylva, L. (juin 2006). Text compression by syntactic pruning [Communication écrite]. 19th Conference of the Canadian Society for Computational Studies of Intelligence, Québec City, Que., Canada. Lien externe
Gagnon, M., Coelho, E. M., & Finger, R. A. (mai 2006). Towards a formalization of tense and for the generation of Portuguese sentences [Communication écrite]. 7th International Workshop on Computational Processing of the Portuguese Language, Itatiaia, Brazil. Lien externe
