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Researcher
Marie-Francine Moens
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Distributed computing, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences
Affiliations
- Informatics Section (Division)
Responsible
From28 Oct 2015 → Today - Informatics Section (Division)
Member
From1 Jul 2007 → Today
Projects
1 - 10 of 34 results
- Deep Learning Models for Continual Extraction of Knowledge from TextFrom1 Jan 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Representation Learning in the Context of Natural Language UnderstandingFrom4 Dec 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Improving language understanding through common sense and anticipation enriched representation learningFrom3 Oct 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- CELL: ContExtual machine Learning of Language translationsFrom1 Oct 2019 → TodayFunding: BOF - Bilateral scientific cooperation
- MAChine Communication with Humans and Inference in NAtural environments (MACCHINA)From1 Oct 2018 → TodayFunding: BOF - Concerted Research Project from 1994
- Commonsense and Anticipation enriched Learning of Continuous representations sUpporting Language UnderStandingFrom1 Sep 2018 → TodayFunding: H2020 - Frontier Research (ERC)
- Deep Learning for Generating Template Pictorial and Textual RepresentationsFrom1 Jan 2018 → TodayFunding: FWO research project
- DAME: a platform for Deep learning Approaches for Multilingual tExt processingFrom1 Oct 2017 → 30 Sep 2019Funding: IOF - Industrial Research Fund
- Deep Learning for Natural Language ProcessingFrom5 Sep 2017 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning methods for multimodal representation learningFrom8 Jun 2017 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 230 results
- Generating captions for images of ancient artworks(2019)Book: Proceedings of the 27th ACM International Conference on Multimedia
Authors: Shurong Sheng, Marie-Francine Moens
Pages: 2478 - 2486Number of pages: 8 - Justifying diagnosis decisions by deep neural networks.(2019)Journal: Journal of Biomedical InformaticsISSN: 1532-0464Volume: 96
Authors: Graham Spinks, Marie-Francine Moens
Pages: 103248 - Transfer Learning for Named Entity Recognition in Financial and Biomedical Documents(2019)Journal: InformationIssue: 8Volume: 10
Authors: Sumam Francis, Jordy Van Landeghem, Marie-Francine Moens
Number of pages: 17 - Improving the Translation Environment for Professional Translators(2019)Journal: InformaticsISSN: 2227-9709Issue: 2Volume: 6
Authors: Vincent Vandeghinste, Tom Vanallemeersch, Liesbeth Augustinus, Bram Bulté, Frank Van Eynde, Joris Pelemans, Lyan Verwimp, Patrick Wambacq, Geert Heyman, Marie-Francine Moens, et al.
Number of pages: 36 - Can image captioning help passage retrieval in multimodal question answering?(2019)Book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors: S Sheng, Katrien Laenen, Marie-Francine Moens
Pages: 94 - 101 - A Survey on Temporal Reasoning for Temporal Information Extraction from Text(2019)Journal: The Journal of Artificial Intelligence ResearchISSN: 1076-9757Volume: 66
Authors: Artuur Leeuwenberg, Marie-Francine Moens
Pages: 341 - 380Number of pages: 40 - Temporal information extraction by predicting relative time-lines(2018)Book: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Authors: Artuur Leeuwenberg, Marie-Francine Moens
Pages: 1237 - 1246 - Exploitation of Social Media for Emergency Relief and Preparedness: Recent Research and Trends(2018)Journal: Information Systems FrontiersISSN: 1387-3326Issue: 5Volume: 20
Authors: Saptarshi Ghosh, Kripabandhu Ghosh, Debasis Ganguly, Tanmoy Chakraborty, Gareth JF Jones, Marie-Francine Moens, Muhammad Imran
Pages: 901 - 907Number of pages: 7 - Word-level loss extensions for neural temporal relation classification(2018)Book: Proceedings of the 27th International Conference on Computational Linguistics
Authors: Artuur Leeuwenberg, Marie-Francine Moens
Pages: 3436 - 3447 - A deep learning approach to bilingual lexicon induction in the biomedical domain(2018)Journal: BMC BioinformaticsIssue: 1Volume: 19
Authors: Geert Heyman, Ivan Vulic, Marie-Francine Moens
Number of pages: 15