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On the Transferability of Neural Models of Morphological Analogies

Safa Alsaidi , Amandine Decker , Puthineath Lay , Esteban Marquer , Pierre-Alexandre Murena , et al.
AIMLAI 2021 - workshop on Advances in Interpretable Machine Learning and Artificial Intelligence, Sep 2021, Bilbao/Virtual, Spain. pp.76-89
Communication dans un congrès hal-03313591v1
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Less is Better: An Energy-Based Approach to Case Base Competence

Esteban Marquer , Fadi Badra , Marie-Jeanne Lesot , Miguel Couceiro , David Leake
ICCBR ATA’23: Workshop on Analogies: From Theory to Applications – AR & CBR Tools for Metric and Representation Learning at ICCBR2023, Jul 2023, Aberdeen, United Kingdom. pp.27-42
Communication dans un congrès hal-04184905v1
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An analogy based approach for solving target sense verification

Georgios Zervakis , Emmanuel Vincent , Miguel Couceiro , Marc Schoenauer , Esteban Marquer
NLPIR 2022 - 6th International Conference on Natural Language Processing and Information Retrieval, Dec 2022, Bangkok, Thailand
Communication dans un congrès hal-03792071v1
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A Neural Approach for Detecting Morphological Analogies

Safa Alsaidi , Amandine Decker , Puthineath Lay , Esteban Marquer , Pierre-Alexandre Murena , et al.
IEEE DSAA 2021 - The 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021, Porto / Online, Portugal. , IEEE DSAA 2021
Poster de conférence hal-03328841v1
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Transferring Learned Models of Morphological Analogy

Esteban Marquer , Pierre-Alexandre Murena , Miguel Couceiro
ATA@ICCBR2022 - Analogies: from Theory to Applications (ATA@ICCBR2022), Sep 2022, Nancy, France
Communication dans un congrès hal-03783959v1

Solving morphological analogies: from retrieval to generation

Esteban Marquer , Miguel Couceiro
Special Issue in Annals of Mathematics and Artificial Intelligence: Mathematical Foundations of Analogical Reasoning and Applications, 2024, ⟨10.48550/arXiv.2303.18062⟩
Article dans une revue hal-04056908v1

Tackling Morphological Analogies Using Deep Learning -- Extended Version

Safa Alsaidi , Amandine Decker , Esteban Marquer , Pierre-Alexandre Murena , Miguel Couceiro
2021
Pré-publication, Document de travail hal-03425776v1
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Embedding Formal Contexts Using Unordered Composition

Esteban Marquer , Ajinkya Kulkarni , Miguel Couceiro
FCA4AI - 8th International Workshop "What can FCA do for Artificial Intelligence?" (colocated wit ECAI2020), Aug 2020, Santiago de Compostela, Spain
Communication dans un congrès hal-02912874v1
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Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer

Fadi Badra , Marie-Jeanne Lesot , Esteban Marquer , Miguel Couceiro
IARML@IJCAI'2023: Workshop on the Interactions between Analogical Reasoning and Machine Learning, at IJCAI'2023, Aug 2023, Macao, China. pp.16-29
Communication dans un congrès hal-04208969v1
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Solving Morphological Analogies Through Generation

Kevin Chan , Shane Peter Kaszefski-Yaschuk , Camille Saran , Esteban Marquer , Miguel Couceiro
IJCAI-ECAI Workshop on the Interactions between Analogical Reasoning and Machine Learning (IARML@IJCAI-ECAI 2022), Miguel Couceiro and Pierre-Alexandre Murena, Jul 2022, Vienna, Austria. pp.29-39
Communication dans un congrès hal-03674913v1