The Explanation Agent. - Amal Zouaq; Claude Frasson; Khalid Rouane (Intelligent Tutoring Systems, 2000)

The Knowledge Puzzle: An Integrated Approach of Intelligent Tutoring Systems and Knowledge Management. - Amal Zouaq; Roger Nkambou; Claude Frasson (ICTAI, 2006)

An Ontology-Based Solution for Knowledge Management and eLearning Integration. - Amal Zouaq; Claude Frasson; Roger Nkambou (Intelligent Tutoring Systems, 2006)

Towards Learning Knowledge Objects. - Amal Zouaq; Roger Nkambou; Claude Frasson (AIED, 2007)

Building Domain Ontologies from Text for Educational Purposes. - Amal Zouaq; Roger Nkambou; Claude Frasson (EC-TEL, 2007)

Document Semantic Annotation for Intelligent Tutoring Systems: A Concept Mapping Approach. - Amal Zouaq; Roger Nkambou; Claude Frasson (FLAIRS, 2007)

Using a Competence Model to Aggregate Learning Knowledge Objects. - Amal Zouaq; Roger Nkambou; Claude Frasson (ICALT, 2007)

Bridging the Gap between ITS and eLearning: Towards Learning Knowledge Objects. - Amal Zouaq; Roger Nkambou; Claude Frasson (Intelligent Tutoring Systems, 2008)

Building Domain Ontologies from Text for Educational Purposes. - Amal Zouaq; Roger Nkambou (IEEE Trans. Learn. Technol., 2008)

Unsupervised and Open Ontology-Based Semantic Analysis. - Amal Zouaq; Michel Gagnon; Benoît Ozell (LTC, 2009)

Enhancing Learning Objects with an Ontology-Based Memory. - Amal Zouaq; Roger Nkambou (IEEE Trans. Knowl. Data Eng., 2009)

Evaluating the Generation of Domain Ontologies in the Knowledge Puzzle Project. - Amal Zouaq; Roger Nkambou (IEEE Trans. Knowl. Data Eng., 2009)

Can Syntactic and Logical Graphs help Word Sense Disambiguation? - Amal Zouaq; Michel Gagnon; Benoît Ozell (LREC, 2010)

Semantic Analysis using Dependency-based Grammars and Upper-Level Ontologies. - Amal Zouaq; Michel Gagnon; Benoît Ozell (Int. J. Comput. Linguistics Appl., 2010)

A Survey of Domain Ontology Engineering: Methods and Tools. - Amal Zouaq; Roger Nkambou (Advances in Intelligent Tutoring Systems, 2010)

Unresolved Issues in Ontology Learning. - Amal Zouaq; Dragan Gasevic; Marek Hatala (CSWS, 2011)

Ontologizing concept maps using graph theory. - Amal Zouaq; Dragan Gasevic; Marek Hatala (SAC, 2011)

Towards open ontology learning and filtering. - Amal Zouaq; Dragan Gasevic; Marek Hatala (Inf. Syst., 2011)

An Approach to Folksonomy-Based Ontology Maintenance for Learning Environments. - Dragan Gasevic; Amal Zouaq; Carlo Torniai; Jelena Jovanovic 001; Marek Hatala (IEEE Trans. Learn. Technol., 2011)

Voting Theory for Concept Detection. - Amal Zouaq; Dragan Gasevic; Marek Hatala (ESWC, 2012)

Linguistic Patterns for Information Extraction in OntoCmaps. - Amal Zouaq; Dragan Gasevic; Marek Hatala (WOP, 2012)

Message from VORTE 2013 Workshop Chairs. - Amal Zouaq; Ebrahim Bagheri; Renata S. S. Guizzardi (EDOC Workshops, 2013)

Light-weight ontology alignment using best-match clone detection. - Paul L. Geesaman; James R. Cordy; Amal Zouaq (IWSC, 2013)

An empirical evaluation of ontology-based semantic annotators. - Srecko Joksimovic; Jelena Jovanovic 001; Dragan Gasevic; Amal Zouaq; Zoran Jeremic (K-CAP, 2013)

Ontology Learning to Analyze Research Trends in Learning Analytics Publications. - Amal Zouaq; Srecko Joksimovic; Dragan Gasevic (LAK (Data Challenge), 2013)

Can we use linked data semantic annotators for the extraction of domain-relevant expressions? - Michel Gagnon; Amal Zouaq; Ludovic Jean-Louis (WWW (Companion Volume), 2013)

A Comparison of Graph-Based and Statistical Metrics for Learning Domain Keywords. - Alexandre Kouznetsov; Amal Zouaq (PKAW, 2014)

An Assessment of Online Semantic Annotators for the Keyword Extraction Task. - Ludovic Jean-Louis; Amal Zouaq; Michel Gagnon; Faezeh Ensan (PRICAI, 2014)

What do cMOOC participants talk about in social media?: a topic analysis of discourse in a cMOOC. - Srecko Joksimovic; Vitomir Kovanovic; Jelena Jovanovic 001; Amal Zouaq; Dragan Gasevic; Marek Hatala (LAK, 2015)

Assessing the Quality of Domain Concepts Descriptions in DBpedia. - Ludovic Font; Amal Zouaq; Michel Gagnon (SITIS, 2015)

Collective Disambiguation and Semantic Annotation for Entity Linking and Typing. - Mohamed Chabchoub; Michel Gagnon; Amal Zouaq (SemWebEval@ESWC, 2016)

Entity Typing and Linking Using SPARQL Patterns and DBpedia. - Lara Haidar-Ahmad; Ludovic Font; Amal Zouaq; Michel Gagnon (SemWebEval@ESWC, 2016)

Automatic Extraction of Axioms from Wikipedia Using SPARQL. - Lara Haidar-Ahmad; Amal Zouaq; Michel Gagnon (ESWC (Satellite Events), 2016)

A Machine learning Filter for Relation Extraction. - Kevin Lange Di Cesare; Michel Gagnon; Amal Zouaq; Ludovic Jean-Louis (WWW (Companion Volume), 2016)

Automatic detection of expert models: The exploration of expert modeling methods applicable to technology-based assessment and instruction. - Min Kyu Kim; Amal Zouaq; So Mi Kim (Comput. Educ., 2016)

An Empirical Study of Embedding Features in Learning to Rank. - Faezeh Ensan; Ebrahim Bagheri; Amal Zouaq; Alexandre Kouznetsov (CIKM, 2017)

AMAL: Answering French Natural Language Questions Using DBpedia. - Nikolay Radoev; Mathieu Tremblay; Michel Gagnon; Amal Zouaq (SemWebEval@ESWC, 2017)

DBpedia Entity Type Detection Using Entity Embeddings and N-Gram Models. - Hanqing Zhou; Amal Zouaq; Diana Inkpen (KESW, 2017)

An assessment of open relation extraction systems for the semantic web. - Amal Zouaq; Michel Gagnon; Ludovic Jean-Louis (Inf. Syst., 2017)

Short answers to deep questions: supporting teachers in large-class settings. - J. McDonald; R. J. Bird; Amal Zouaq; Adon Christian Michael Moskal (J. Comput. Assist. Learn., 2017)

Assessing and Improving Domain Knowledge Representation in DBpedia. - Ludovic Font; Amal Zouaq; Michel Gagnon (Open J. Semantic Web, 2017)

A Comparison of Features for the Automatic Labeling of Student answers to Open-ended Questions. - Jesus Gerardo Alvarado Mantecon; Hadi Abdi Ghavidel; Amal Zouaq; Jelena Jovanovic 001; Jenny McDonald (EDM, 2018)

A Language Adaptive Method for Question Answering on French and English. - Nikolay Radoev; Amal Zouaq; Mathieu Tremblay; Michel Gagnon (SemWebEval@ESWC, 2018)

Automatic Identification of Relations in Quebec Heritage Data. - François Ferry; Amal Zouaq; Michel Gagnon (EuroMed (1), 2018)

Hybrid Question Answering Using Heuristic Methods and Linked Data Schema. - Rawan Bahmid; Amal Zouaq (WI, 2018)

Towards Technological Approaches for Concept Maps Mining from Text. - Camila Zacché de Aguiar; Davidson Cury; Amal Zouaq (CLEI Electron. J., 2018)

A Machine Learning Filter for the Slot Filling Task. - Kevin Lange Di Cesare; Amal Zouaq; Michel Gagnon; Ludovic Jean-Louis (Inf., 2018)

FICLONE: Improving DBpedia Spotlight Using Named Entity Recognition and Collective Disambiguation. - Mohamed Chabchoub; Michel Gagnon; Amal Zouaq (Open J. Semantic Web, 2018)

An analysis of the semantic annotation task on the linked data cloud. - Michel Gagnon; Amal Zouaq; Francisco Aranha; Faezeh Ensan; Ludovic Jean-Louis (Int. J. Metadata Semant. Ontologies, 2019)

A Comparison of Word Embeddings and N-gram Models for DBpedia Type and Invalid Entity Detection. - Hanqing Zhou; Amal Zouaq; Diana Inkpen (Inf., 2019)

Minerando Mapa Conceitual a partir de Texto em Português. - Camila Zacché de Aguiar; Davidson Cury; Amal Zouaq (Revista Brasileira de Informática na Educ., 2019)

Extraction of a Knowledge Graph from French Cultural Heritage Documents. - Erwan Marchand; Michel Gagnon; Amal Zouaq (ADBIS/TPDL/EDA Workshops, 2020)

Using BERT and XLNET for the Automatic Short Answer Grading Task. - Hadi Abdi Ghavidel; Amal Zouaq; Michel C. Desmarais (CSEDU (1), 2020)

Learnersourcing Quality Assessment of Explanations for Peer Instruction. - Sameer Bhatnagar; Amal Zouaq; Michel C. Desmarais; Elizabeth S. Charles (EC-TEL, 2020)

A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. - Sameer Bhatnagar; Michel C. Desmarais; Amal Zouaq; Elizabeth S. Charles (EDM, 2020)

Ontology Matching Using Convolutional Neural Networks. - Alexandre Bento; Amal Zouaq; Michel Gagnon (LREC, 2020)

What is the schema of your knowledge graph?: leveraging knowledge graph embeddings and clustering for expressive taxonomy learning. - Amal Zouaq; Félix Martel (SBD@SIGMOD, 2020)

Comprehensive Analysis of Discussion Forum Participation: From Speech Acts to Discussion Dynamics and Course Outcomes. - Srecko Joksimovic; Jelena Jovanovic 001; Vitomir Kovanovic; Dragan Gasevic; Nikola Milikic; Amal Zouaq; Jan-Paul van Staalduinen (IEEE Trans. Learn. Technol., 2020)

MLMLM: Link Prediction with Mean Likelihood Masked Language Model. - Louis Clouâtre; Philippe Trempe; Amal Zouaq; Sarath Chandar (ACL/IJCNLP (Findings), 2021)

Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base. - Ludovic Font; Dominique Piché; Amal Zouaq; Michel Gagnon (ICADL, 2021)

Taxonomy extraction using knowledge graph embeddings and hierarchical clustering. - Félix Martel; Amal Zouaq (SAC, 2021)

Masked Language Model Entity Matching for Cultural Heritage Data. - Dominique Piché; Amal Zouaq; Michel Gagnon; Ludovic Font (SWODCH, 2021)

Demystifying Neural Language Models' Insensitivity to Word-Order. - Louis Clouâtre; Prasanna Parthasarathi; Amal Zouaq; Sarath Chandar (CoRR, 2021)

Local Structure Matters Most: Perturbation Study in NLU. - Louis Clouâtre; Prasanna Parthasarathi; Amal Zouaq; Sarath Chandar (ACL (Findings), 2022)

Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes. - Louis Clouâtre; Prasanna Parthasarathi; Amal Zouaq; Sarath Chandar (EMNLP (Findings), 2022)

Learning to Rank with BERT for Argument Quality Evaluation. - Charles-Olivier Favreau; Amal Zouaq; Sameer Bhatnagar (FLAIRS, 2022)

Local Structure Matters Most in Most Languages. - Louis Clouâtre; Prasanna Parthasarathi; Amal Zouaq; Sarath Chandar (AACL/IJCNLP (2), 2022)

A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation. - Rose Hirigoyen; Amal Zouaq; Samuel Reyd (AACL/IJCNLP (Findings), 2022)

SEBMatcher results for OAEI 2022. - Francis Gosselin; Amal Zouaq (OM@ISWC, 2022)

Toward a traceable, explainable, and fairJD/Resume recommendation system. - Amine Barrak; Bram Adams; Amal Zouaq (CoRR, 2022)

SORBETmatcher results for OAEI 2023. - Francis Gosselin; Amal Zouaq (OM@ISWC, 2023)

SORBET: A Siamese Network for Ontology Embeddings Using a Distance-Based Regression Loss and BERT. - Francis Gosselin; Amal Zouaq (ISWC, 2023)

Assessing the Generalization Capabilities of Neural Machine Translation Models for SPARQL Query Generation. - Samuel Reyd; Amal Zouaq (ISWC, 2023)

A Comprehensive Evaluation of the Copy Mechanism for Natural Language to SPARQL Query Generation. - Samuel Reyd; Amal Zouaq; Papa Abdou Karim Karou Diallo (CoRR, 2023)

Comparing Heuristic Rules and Masked Language Models for Entity Alignment in the Literature Domain. - Dominique Piché; Ludovic Font; Amal Zouaq; Michel Gagnon (ACM Journal on Computing and Cultural Heritage, 2023)

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques. - Megh Thakkar; Quentin Fournier; Matthew Riemer; Pin-Yu Chen; Amal Zouaq; Payel Das; Sarath Chandar (ACL (1), 2024)

MVP: Minimal Viable Phrase for Long Text Understanding. - Louis Clouâtre; Amal Zouaq; Sarath Chandar (LREC/COLING, 2024)

Ontology-Constrained Generation of Domain-Specific Clinical Summaries. - Gaya Mehenni; Amal Zouaq (EKAW, 2024)

TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language Models. - Mehrnaz Moslemi; Amal Zouaq (NAACL-HLT (Findings), 2024)

Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. - Jean-Charles Layoun; Amal Zouaq; Michel C. Desmarais (SAC, 2024)

A Comprehensive Evaluation of Neural SPARQL Query Generation From Natural Language Questions. - Papa Abdou Karim Karou Diallo; Samuel Reyd; Amal Zouaq (IEEE Access, 2024)

Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs. - Megh Thakkar; Yash More; Quentin Fournier; Matthew Riemer; Pin-Yu Chen; Amal Zouaq; Payel Das; Sarath Chandar (CoRR, 2024)

An Exploration of IFLA LRM for Literature Data Representation. - Michel Gagnon; Ludovic Font; Amal Zouaq (ACM Journal on Computing and Cultural Heritage, 2024)

GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models. - Aditya Sharma; Aman Dalmia; Mehran Kazemi; Amal Zouaq; Christopher Pal (NAACL (Findings), 2025)

Enhancing Frame Detection with Retrieval Augmented Generation. - Papa Abdou Karim Karou Diallo; Amal Zouaq (CoRR, 2025)

Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval. - Aditya Sharma; Luis Lara; Amal Zouaq; Christopher J. Pal (CoRR, 2025)

FRASE: Structured Representations for Generalizable SPARQL Query Generation. - Papa Abdou Karim Karou Diallo; Amal Zouaq (CoRR, 2025)

MedHal: An Evaluation Dataset for Medical Hallucination Detection. - Gaya Mehenni; Amal Zouaq (CoRR, 2025)

What is the Best Process Model Representation? A Comparative Analysis for Process Modeling with Large Language Models. - Alexis Brissard; Frédéric Cuppens; Amal Zouaq (CoRR, 2025)