Amal Zouaq

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 53

Top Topics

Semantic Annotation

Heuristic Rules

Top Venues

SemWebEval@ESWC

Publications

Louis Clouâtre, Amal Zouaq, Sarath Chandar
MVP: Minimal Viable Phrase for Long Text Understanding. LREC/COLING (2024)
Jean-Charles Layoun, Amal Zouaq, Michel C. Desmarais
Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. SAC (2024)
Megh Thakkar, Quentin Fournier, Matthew D. Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques. CoRR (2024)
Megh Thakkar, Quentin Fournier, Matthew Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques. ACL (1) (2024)
Samuel Reyd, Amal Zouaq
Assessing the Generalization Capabilities of Neural Machine Translation Models for SPARQL Query Generation. ISWC (2023)
Samuel Reyd, Amal Zouaq, Papa Abdou Karim Karou Diallo
A Comprehensive Evaluation of the Copy Mechanism for Natural Language to SPARQL Query Generation. CoRR (2023)
Francis Gosselin, Amal Zouaq
SORBETmatcher results for OAEI 2023. OM@ISWC (2023)
Francis Gosselin, Amal Zouaq
SORBET: A Siamese Network for Ontology Embeddings Using a Distance-Based Regression Loss and BERT. ISWC (2023)
Dominique Piché, Ludovic Font, Amal Zouaq, Michel Gagnon
Comparing Heuristic Rules and Masked Language Models for Entity Alignment in the Literature Domain. ACM Journal on Computing and Cultural Heritage 16 (3) (2023)
Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes. CoRR (2022)
Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
Local Structure Matters Most: Perturbation Study in NLU. ACL (Findings) (2022)
Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
Local Structure Matters Most in Most Languages. CoRR (2022)
Rose Hirigoyen, Amal Zouaq, Samuel Reyd
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation. AACL/IJCNLP (Findings) (2022)
Rose Hirigoyen, Amal Zouaq, Samuel Reyd
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation. CoRR (2022)
Amine Barrak, Bram Adams, Amal Zouaq
Toward a traceable, explainable, and fairJD/Resume recommendation system. CoRR (2022)
Charles-Olivier Favreau, Amal Zouaq, Sameer Bhatnagar
Learning to Rank with BERT for Argument Quality Evaluation. FLAIRS (2022)
Francis Gosselin, Amal Zouaq
SEBMatcher results for OAEI 2022. OM@ISWC (2022)
Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes. EMNLP (Findings) (2022)
Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
Local Structure Matters Most in Most Languages. AACL/IJCNLP (2) (2022)
Louis Clouâtre, Prasanna Parthasarathi, Amal Zouaq, Sarath Chandar
Demystifying Neural Language Models' Insensitivity to Word-Order. CoRR (2021)
Dominique Piché, Amal Zouaq, Michel Gagnon, Ludovic Font
Masked Language Model Entity Matching for Cultural Heritage Data. SWODCH (2021)
Louis Clouâtre, Philippe Trempe, Amal Zouaq, Sarath Chandar
MLMLM: Link Prediction with Mean Likelihood Masked Language Model. ACL/IJCNLP (Findings) (2021)
Ludovic Font, Dominique Piché, Amal Zouaq, Michel Gagnon
Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base. ICADL (2021)
Félix Martel, Amal Zouaq
Taxonomy extraction using knowledge graph embeddings and hierarchical clustering. SAC (2021)
Sameer Bhatnagar, Amal Zouaq, Michel C. Desmarais, Elizabeth S. Charles
Learnersourcing Quality Assessment of Explanations for Peer Instruction. EC-TEL (2020)
Srecko Joksimovic, Jelena Jovanovic, Vitomir Kovanovic, Dragan Gasevic, Nikola Milikic, Amal Zouaq, Jan-Paul van Staalduinen
Comprehensive Analysis of Discussion Forum Participation: From Speech Acts to Discussion Dynamics and Course Outcomes. IEEE Trans. Learn. Technol. 13 (1) (2020)
Amal Zouaq, Félix Martel
What is the schema of your knowledge graph?: leveraging knowledge graph embeddings and clustering for expressive taxonomy learning. SBD@SIGMOD (2020)
Alexandre Bento, Amal Zouaq, Michel Gagnon
Ontology Matching Using Convolutional Neural Networks. LREC (2020)
Sameer Bhatnagar, Michel C. Desmarais, Amal Zouaq, Elizabeth S. Charles
A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. EDM (2020)
Louis Clouâtre, Philippe Trempe, Amal Zouaq, Sarath Chandar
MLMLM: Link Prediction with Mean Likelihood Masked Language Model. CoRR (2020)
Hadi Abdi Ghavidel, Amal Zouaq, Michel C. Desmarais
Using BERT and XLNET for the Automatic Short Answer Grading Task. CSEDU (1) (2020)
Erwan Marchand, Michel Gagnon, Amal Zouaq
Extraction of a Knowledge Graph from French Cultural Heritage Documents. ADBIS/TPDL/EDA Workshops (2020)
Michel Gagnon, Amal Zouaq, Francisco Aranha, Faezeh Ensan, Ludovic Jean-Louis
An analysis of the semantic annotation task on the linked data cloud. Int. J. Metadata Semant. Ontologies 13 (4) (2019)
Hanqing Zhou, Amal Zouaq, Diana Inkpen
A Comparison of Word Embeddings and N-gram Models for DBpedia Type and Invalid Entity Detection. Inf. 10 (1) (2019)
Camila Zacché de Aguiar, Davidson Cury, Amal Zouaq
Minerando Mapa Conceitual a partir de Texto em Português. Revista Brasileira de Informática na Educ. 27 (1) (2019)
Rawan Bahmid, Amal Zouaq
Hybrid Question Answering Using Heuristic Methods and Linked Data Schema. WI (2018)
Michel Gagnon, Amal Zouaq, Francisco Aranha, Faezeh Ensan, Ludovic Jean-Louis
An Analysis of the Semantic Annotation Task on the Linked Data Cloud. CoRR (2018)
Mohamed Chabchoub, Michel Gagnon, Amal Zouaq
FICLONE: Improving DBpedia Spotlight Using Named Entity Recognition and Collective Disambiguation. Open J. Semantic Web 5 (1) (2018)
Jesus Gerardo Alvarado Mantecon, Hadi Abdi Ghavidel, Amal Zouaq, Jelena Jovanovic, Jenny McDonald
A Comparison of Features for the Automatic Labeling of Student answers to Open-ended Questions. EDM (2018)
François Ferry, Amal Zouaq, Michel Gagnon
Automatic Identification of Relations in Quebec Heritage Data. EuroMed (1) (2018)
Kevin Lange Di Cesare, Amal Zouaq, Michel Gagnon, Ludovic Jean-Louis
A Machine Learning Filter for the Slot Filling Task. Inf. 9 (6) (2018)
Camila Zacché de Aguiar, Davidson Cury, Amal Zouaq
Towards Technological Approaches for Concept Maps Mining from Text. CLEI Electron. J. 21 (1) (2018)
Nikolay Radoev, Amal Zouaq, Mathieu Tremblay, Michel Gagnon
A Language Adaptive Method for Question Answering on French and English. SemWebEval@ESWC (2018)
Ludovic Font, Amal Zouaq, Michel Gagnon
Assessing and Improving Domain Knowledge Representation in DBpedia. Open J. Semantic Web 4 (1) (2017)
Faezeh Ensan, Ebrahim Bagheri, Amal Zouaq, Alexandre Kouznetsov
An Empirical Study of Embedding Features in Learning to Rank. CIKM (2017)
Hanqing Zhou, Amal Zouaq, Diana Inkpen
DBpedia Entity Type Detection Using Entity Embeddings and N-Gram Models. KESW (2017)
Amal Zouaq, Michel Gagnon, Ludovic Jean-Louis
An assessment of open relation extraction systems for the semantic web. Inf. Syst. 71 (2017)
Nikolay Radoev, Mathieu Tremblay, Michel Gagnon, Amal Zouaq
AMAL: Answering French Natural Language Questions Using DBpedia. SemWebEval@ESWC (2017)
Lara Haidar-Ahmad, Ludovic Font, Amal Zouaq, Michel Gagnon
Entity Typing and Linking Using SPARQL Patterns and DBpedia. SemWebEval@ESWC (2016)
Min Kyu Kim, Amal Zouaq, So Mi Kim
Automatic detection of expert models: The exploration of expert modeling methods applicable to technology-based assessment and instruction. Comput. Educ. 101 (2016)
Lara Haidar-Ahmad, Amal Zouaq, Michel Gagnon
Automatic Extraction of Axioms from Wikipedia Using SPARQL. ESWC (Satellite Events) (2016)
Mohamed Chabchoub, Michel Gagnon, Amal Zouaq
Collective Disambiguation and Semantic Annotation for Entity Linking and Typing. SemWebEval@ESWC (2016)
Kevin Lange Di Cesare, Michel Gagnon, Amal Zouaq, Ludovic Jean-Louis
A Machine learning Filter for Relation Extraction. WWW (Companion Volume) (2016)
Srecko Joksimovic, Vitomir Kovanovic, Jelena Jovanovic, Amal Zouaq, Dragan Gasevic, Marek Hatala
What do cMOOC participants talk about in social media?: a topic analysis of discourse in a cMOOC. LAK (2015)
Ludovic Font, Amal Zouaq, Michel Gagnon
Assessing the Quality of Domain Concepts Descriptions in DBpedia. SITIS (2015)
Ludovic Jean-Louis, Amal Zouaq, Michel Gagnon, Faezeh Ensan
An Assessment of Online Semantic Annotators for the Keyword Extraction Task. PRICAI (2014)
Alexandre Kouznetsov, Amal Zouaq
A Comparison of Graph-Based and Statistical Metrics for Learning Domain Keywords. PKAW (2014)
Michel Gagnon, Amal Zouaq, Ludovic Jean-Louis
Can we use linked data semantic annotators for the extraction of domain-relevant expressions? WWW (Companion Volume) (2013)
Amal Zouaq, Srecko Joksimovic, Dragan Gasevic
Ontology Learning to Analyze Research Trends in Learning Analytics Publications. LAK (Data Challenge) (2013)
Srecko Joksimovic, Jelena Jovanovic, Dragan Gasevic, Amal Zouaq, Zoran Jeremic
An empirical evaluation of ontology-based semantic annotators. K-CAP (2013)
Amal Zouaq, Ebrahim Bagheri, Renata S. S. Guizzardi
Message from VORTE 2013 Workshop Chairs. EDOC Workshops (2013)
Paul L. Geesaman, James R. Cordy, Amal Zouaq
Light-weight ontology alignment using best-match clone detection. IWSC (2013)
Amal Zouaq, Dragan Gasevic, Marek Hatala
Voting Theory for Concept Detection. ESWC (2012)
Amal Zouaq, Dragan Gasevic, Marek Hatala
Linguistic Patterns for Information Extraction in OntoCmaps. WOP (2012)
Amal Zouaq, Dragan Gasevic, Marek Hatala
Ontologizing concept maps using graph theory. SAC (2011)
Amal Zouaq, Dragan Gasevic, Marek Hatala
Unresolved Issues in Ontology Learning. CSWS (2011)
Amal Zouaq, Dragan Gasevic, Marek Hatala
Towards open ontology learning and filtering. Inf. Syst. 36 (7) (2011)
Dragan Gasevic, Amal Zouaq, Carlo Torniai, Jelena Jovanovic, Marek Hatala
An Approach to Folksonomy-Based Ontology Maintenance for Learning Environments. IEEE Trans. Learn. Technol. 4 (4) (2011)
Amal Zouaq, Michel Gagnon, Benoît Ozell
Semantic Analysis using Dependency-based Grammars and Upper-Level Ontologies. Int. J. Comput. Linguistics Appl. 1 (1-2) (2010)
Amal Zouaq, Michel Gagnon, Benoît Ozell
Can Syntactic and Logical Graphs help Word Sense Disambiguation? LREC (2010)
Amal Zouaq, Roger Nkambou
Evaluating the Generation of Domain Ontologies in the Knowledge Puzzle Project. IEEE Trans. Knowl. Data Eng. 21 (11) (2009)
Amal Zouaq, Roger Nkambou
Enhancing Learning Objects with an Ontology-Based Memory. IEEE Trans. Knowl. Data Eng. 21 (6) (2009)
Amal Zouaq, Michel Gagnon, Benoît Ozell
Unsupervised and Open Ontology-Based Semantic Analysis. LTC (2009)
Amal Zouaq, Roger Nkambou, Claude Frasson
Bridging the Gap between ITS and eLearning: Towards Learning Knowledge Objects. Intelligent Tutoring Systems (2008)
Amal Zouaq, Roger Nkambou
Building Domain Ontologies from Text for Educational Purposes. IEEE Trans. Learn. Technol. 1 (1) (2008)
Amal Zouaq, Roger Nkambou, Claude Frasson
Towards Learning Knowledge Objects. AIED (2007)
Amal Zouaq, Roger Nkambou, Claude Frasson
Using a Competence Model to Aggregate Learning Knowledge Objects. ICALT (2007)
Amal Zouaq, Roger Nkambou, Claude Frasson
Building Domain Ontologies from Text for Educational Purposes. EC-TEL (2007)
Amal Zouaq, Roger Nkambou, Claude Frasson
Document Semantic Annotation for Intelligent Tutoring Systems: A Concept Mapping Approach. FLAIRS Conference (2007)
Amal Zouaq, Roger Nkambou, Claude Frasson
The Knowledge Puzzle: An Integrated Approach of Intelligent Tutoring Systems and Knowledge Management. ICTAI (2006)
Amal Zouaq, Claude Frasson, Roger Nkambou
An Ontology-Based Solution for Knowledge Management and eLearning Integration. Intelligent Tutoring Systems (2006)
Amal Zouaq, Claude Frasson, Khalid Rouane
The Explanation Agent. Intelligent Tutoring Systems (2000)