Amal Zouaq

Orcid: 0000-0002-4791-0752

According to our database1, Amal Zouaq authored at least 83 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An Exploration of IFLA LRM for Literature Data Representation.
ACM Journal on Computing and Cultural Heritage, September, 2024

GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models.
CoRR, 2024

A Comprehensive Evaluation of Neural SPARQL Query Generation From Natural Language Questions.
IEEE Access, 2024

Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

TagDebias: Entity and Concept Tagging for Social Bias Mitigation in Pretrained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Ontology-Constrained Generation of Domain-Specific Clinical Summaries.
Proceedings of the Knowledge Engineering and Knowledge Management, 2024

MVP: Minimal Viable Phrase for Long Text Understanding.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Comparing Heuristic Rules and Masked Language Models for Entity Alignment in the Literature Domain.
ACM Journal on Computing and Cultural Heritage, September, 2023

A Comprehensive Evaluation of the Copy Mechanism for Natural Language to SPARQL Query Generation.
CoRR, 2023

Assessing the Generalization Capabilities of Neural Machine Translation Models for SPARQL Query Generation.
Proceedings of the Semantic Web - ISWC 2023, 2023

SORBET: A Siamese Network for Ontology Embeddings Using a Distance-Based Regression Loss and BERT.
Proceedings of the Semantic Web - ISWC 2023, 2023

SORBETmatcher results for OAEI 2023.
Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

2022
Toward a traceable, explainable, and fairJD/Resume recommendation system.
CoRR, 2022

SEBMatcher results for OAEI 2022.
Proceedings of the 17th International Workshop on Ontology Matching (OM 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022

A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Local Structure Matters Most in Most Languages.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Learning to Rank with BERT for Argument Quality Evaluation.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Local Structure Matters Most: Perturbation Study in NLU.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Demystifying Neural Language Models' Insensitivity to Word-Order.
CoRR, 2021

Masked Language Model Entity Matching for Cultural Heritage Data.
Proceedings of the International Joint Workshop on Semantic Web and Ontology Design for Cultural Heritage co-located with the Bolzano Summer of Knowledge 2021 (BOSK 2021), 2021

Taxonomy extraction using knowledge graph embeddings and hierarchical clustering.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Integrating Heterogeneous Data About Quebec Literature into an IFLA LRM Knowledge Base.
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

MLMLM: Link Prediction with Mean Likelihood Masked Language Model.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Comprehensive Analysis of Discussion Forum Participation: From Speech Acts to Discussion Dynamics and Course Outcomes.
IEEE Trans. Learn. Technol., 2020

What is the schema of your knowledge graph?: leveraging knowledge graph embeddings and clustering for expressive taxonomy learning.
Proceedings of The International Workshop on Semantic Big Data, 2020

Ontology Matching Using Convolutional Neural Networks.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment.
Proceedings of the 13th International Conference on Educational Data Mining, 2020

Learnersourcing Quality Assessment of Explanations for Peer Instruction.
Proceedings of the Addressing Global Challenges and Quality Education, 2020

Using BERT and XLNET for the Automatic Short Answer Grading Task.
Proceedings of the 12th International Conference on Computer Supported Education, 2020

Extraction of a Knowledge Graph from French Cultural Heritage Documents.
Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2019
Minerando Mapa Conceitual a partir de Texto em Português.
Revista Brasileira de Informática na Educ., 2019

A Comparison of Word Embeddings and N-gram Models for DBpedia Type and Invalid Entity Detection.
Inf., 2019

An analysis of the semantic annotation task on the linked data cloud.
Int. J. Metadata Semant. Ontologies, 2019

2018
FICLONE: Improving DBpedia Spotlight Using Named Entity Recognition and Collective Disambiguation.
Open J. Semantic Web, 2018

A Machine Learning Filter for the Slot Filling Task.
Inf., 2018

Towards Technological Approaches for Concept Maps Mining from Text.
CLEI Electron. J., 2018

Hybrid Question Answering Using Heuristic Methods and Linked Data Schema.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Automatic Identification of Relations in Quebec Heritage Data.
Proceedings of the Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection, 2018

A Language Adaptive Method for Question Answering on French and English.
Proceedings of the Semantic Web Challenges, 2018

A Comparison of Features for the Automatic Labeling of Student answers to Open-ended Questions.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

2017
Assessing and Improving Domain Knowledge Representation in DBpedia.
Open J. Semantic Web, 2017

Short answers to deep questions: supporting teachers in large-class settings.
J. Comput. Assist. Learn., 2017

An assessment of open relation extraction systems for the semantic web.
Inf. Syst., 2017

DBpedia Entity Type Detection Using Entity Embeddings and N-Gram Models.
Proceedings of the Knowledge Engineering and Semantic Web - 8th International Conference, 2017

AMAL: Answering French Natural Language Questions Using DBpedia.
Proceedings of the Semantic Web Challenges, 2017

An Empirical Study of Embedding Features in Learning to Rank.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Automatic detection of expert models: The exploration of expert modeling methods applicable to technology-based assessment and instruction.
Comput. Educ., 2016

A Machine learning Filter for Relation Extraction.
Proceedings of the 25th International Conference on World Wide Web, 2016

Automatic Extraction of Axioms from Wikipedia Using SPARQL.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Entity Typing and Linking Using SPARQL Patterns and DBpedia.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Collective Disambiguation and Semantic Annotation for Entity Linking and Typing.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

2015
Assessing the Quality of Domain Concepts Descriptions in DBpedia.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

What do cMOOC participants talk about in social media?: a topic analysis of discourse in a cMOOC.
Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015

2014
An Assessment of Online Semantic Annotators for the Keyword Extraction Task.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

A Comparison of Graph-Based and Statistical Metrics for Learning Domain Keywords.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2014

2013
Can we use linked data semantic annotators for the extraction of domain-relevant expressions?
Proceedings of the 22nd International World Wide Web Conference, 2013

Ontology Learning to Analyze Research Trends in Learning Analytics Publications.
Proceedings of the LAK Data Challenge, Leuven, Belgium, April 9, 2013, 2013

An empirical evaluation of ontology-based semantic annotators.
Proceedings of the 7th International Conference on Knowledge Capture, 2013

Light-weight ontology alignment using best-match clone detection.
Proceedings of the Proceeding of the 7th International Workshop on Software Clones, 2013

Message from VORTE 2013 Workshop Chairs.
Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference Workshops, 2013

2012
Linguistic Patterns for Information Extraction in OntoCmaps.
Proceedings of the 3rd Workshop on Ontology Patterns, Boston, USA, November 12, 2012, 2012

Voting Theory for Concept Detection.
Proceedings of the Semantic Web: Research and Applications, 2012

2011
An Approach to Folksonomy-Based Ontology Maintenance for Learning Environments.
IEEE Trans. Learn. Technol., 2011

Towards open ontology learning and filtering.
Inf. Syst., 2011

Ontologizing concept maps using graph theory.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Unresolved Issues in Ontology Learning.
Proceedings of the 3rd Canadian Semantic Web Symposium (CSWS2011), 2011

2010
A Survey of Domain Ontology Engineering: Methods and Tools.
Proceedings of the Advances in Intelligent Tutoring Systems, 2010

Semantic Analysis using Dependency-based Grammars and Upper-Level Ontologies.
Int. J. Comput. Linguistics Appl., 2010

Can Syntactic and Logical Graphs help Word Sense Disambiguation?
Proceedings of the International Conference on Language Resources and Evaluation, 2010

2009
Evaluating the Generation of Domain Ontologies in the Knowledge Puzzle Project.
IEEE Trans. Knowl. Data Eng., 2009

Enhancing Learning Objects with an Ontology-Based Memory.
IEEE Trans. Knowl. Data Eng., 2009

Unsupervised and Open Ontology-Based Semantic Analysis.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2009

2008
Building Domain Ontologies from Text for Educational Purposes.
IEEE Trans. Learn. Technol., 2008

Bridging the Gap between ITS and eLearning: Towards Learning Knowledge Objects.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

2007
Using a Competence Model to Aggregate Learning Knowledge Objects.
Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies, 2007

Document Semantic Annotation for Intelligent Tutoring Systems: A Concept Mapping Approach.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

Building Domain Ontologies from Text for Educational Purposes.
Proceedings of the Creating New Learning Experiences on a Global Scale, 2007

Towards Learning Knowledge Objects.
Proceedings of the Artificial Intelligence in Education, 2007

2006
An Ontology-Based Solution for Knowledge Management and eLearning Integration.
Proceedings of the Intelligent Tutoring Systems, 8th International Conference, 2006

The Knowledge Puzzle: An Integrated Approach of Intelligent Tutoring Systems and Knowledge Management.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

2000
The Explanation Agent.
Proceedings of the Intelligent Tutoring Systems, 5th International Conference, 2000


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