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Researcher
Marie-Francine Moens
- Disciplines:Information sciences
Affiliations
- Human-Computer Interaction (HCI) (Division)
Member
From1 Aug 2020 → 30 Sep 2022 - Informatics Section (Division)
Member
From1 Jul 2007 → 30 Apr 2020 - Faculty of Law and Criminology (Faculty)
Member
From1 Oct 2000 → 30 Nov 2004
Projects
21 - 30 of 53
- MAChine Communication with Humans and Inference in NAtural environments (MACCHINA)From1 Oct 2018 → 30 Sep 2022Funding: Fund Recuperation Fiscal Exemption
- Commonsense and Anticipation enriched Learning of Continuous representations sUpporting Language UnderStandingFrom1 Sep 2018 → TodayFunding: H2020-EU.1.1. - EXCELLENT SCIENCE - European Research Council (ERC)
- Learning with Limited Annotated Training Data: Transferring Models to New Domains and LanguagesFrom1 Feb 2018 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning for Generating Template Pictorial and Textual RepresentationsFrom1 Jan 2018 → 31 Dec 2021Funding: 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 → 5 Sep 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning Methods for Multimodal Representation LearningFrom8 Jun 2017 → 5 Jan 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Cross-Modal and Cross-Lingual Information Search and Retrieval.From1 Jun 2017 → 26 Jul 2018Funding: BOF - Other initiatives
- Cross-lingual and Cross-modal Fashion Product Linking ans SearchFrom13 Dec 2016 → 31 Mar 2022Funding: FWO Strategic Basic Research Grant
- Representation Learning for Automated Document ClassificationFrom27 Sep 2016 → 3 May 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 285
- Whisper-SLU: Extending a pretrained speech-to-text transformer for low resource spoken language understanding(2024)
Authors: Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Number of pages: 6 - Investigating better context representations for generative question answering(2023)
Authors: Marie-Francine Moens
- Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction(2023)
Authors: Nathan Cornille, Katrien Laenen, Marie-Francine Moens
- Bidirectional representations for low-resource spoken language understanding(2023)
Authors: Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
- Learning by Prediction and Integration: Human-inspired Approaches for Natural Language Understanding(2023)
Authors: Vladimir Giovanny Araujo Vasquez, Marie-Francine Moens
- Layout-aware dreamer for embodied referring expression grounding(2023)
Authors: Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens
Pages: 1386 - 1395 - Implicit Temporal Reasoning for Evidence-Based Fact-Checking(2023)
Authors: Liesbeth Allein, Ruben Cartuyvels, Marie-Francine Moens
Pages: 176 - 189 - Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification(2023)
Authors: Sumam X X X, Marie-Francine Moens
Pages: 1161 - 1166 - Preventing profiling for ethical fake news detection(2023)
Authors: Liesbeth Allein, Marie-Francine Moens
- Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss(2023)
Authors: Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Pages: 3505 - 3514Number of pages: 9
Patents
1 - 1 of 1
- Method for evaluating an image (Inventor)