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Researcher
Marie-Francine Moens
- Disciplines:Information sciences
Affiliations
- Human-Computer Interaction (HCI) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 Jul 2007 → 30 Apr 2020
Projects
1 - 10 of 36 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 UnderstandingFrom22 Oct 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
- Deep learning for multimodal representation learningFrom20 Sep 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Tracing the origin and diffusion of scientific ideas through automated text analysisFrom19 Jun 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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
Publications
1 - 10 of 239 results
- A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion(2020)Journal: Information Processing & ManagementISSN: 0306-4573Issue: 6Volume: 57
Authors: Katrien Laenen, Marie-Francine Moens
Number of pages: 32 - Using Related Text Sources to Improve Classification of Transcribed Speech Data(2020)Book: Advances in Intelligent Systems and Computing
Authors: Niraj Shrestha, Elias Moons, Marie-Francine Moens
Pages: 507 - 517 - 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
Number of pages: 13 - 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 - Multimodal Neural Machine Translation of Fashion E-commerce Descriptions(2019)Book: Fashion Communication in the Digital Age
Authors: Katrien Laenen, Marie-Francine Moens
Pages: 46 - 57 - 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 - 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