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Commonsense and Anticipation enriched Learning of Continuous representations sUpporting Language UnderStanding

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Publications

Justifying diagnosis decisions by deep neural networks

Author(s): Graham Spinks, Marie-Francine Moens
Published in: Journal of Biomedical Informatics, Issue 96, 2019, Page(s) 103248, ISSN 1532-0464
DOI: 10.1016/j.jbi.2019.103248

A Survey on Temporal Reasoning for Temporal Information Extraction from Text

Author(s): Artuur Leeuwenberg, Marie-Francine Moens
Published in: Journal of Artificial Intelligence Research, Issue 66, 2019, Page(s) 341-380, ISSN 1076-9757
DOI: 10.1613/jair.1.11727

Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding

Author(s): Deruyttere, Thierry & Moens, Marie-Francine
Published in: Proceedings of AAAI 2020 Reasoning for Complex Question Answering Workshop, 2020

Learning Grammar in Confined Worlds

Author(s): Spinks, Graham, Cartuyvels, Ruben & Moens, Marie-Francine
Published in: Proceedings of the International Workshop on Spoken Dialog System Technology (IWSDS 2020), 2019

Improving Representation Learning with Pervasive Internal Regression (PIR)

Author(s): Cornille, Nathan & Moens, Marie-Francine
Published in: Proceedings of the CSHL Meeting: From Neuroscience to Artificially Intelligent Systems (NAISys), 2020

Improving Language Understanding in Machines through Anticipation. In. 2019

Author(s): Cornille, Nathan & Moens, Marie-Francine
Published in: 3rd Human Brain Project Curriculum Workshop on Cognitive Systems, 2019