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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
11 - 20 of 53
- IMPULS-AI-2021From1 Jan 2021 → 31 Dec 2023Funding: Department General Affairs and Finance
- Deep Learning Models for Continual Extraction of Knowledge from TextFrom13 Nov 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Human Computer Communication: Dialogue SystemFrom7 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning Models for Generating Text Summaries from VideosFrom15 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning Models for Continual Extraction of Knowledge from TextFrom1 Jan 2020 → 31 Dec 2023Funding: FWO research project
- Structured Representations for Joining Visual and Linguistic DataFrom22 Oct 2019 → 4 Dec 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Improving language understanding through common sense and anticipation enriched representation learningFrom3 Oct 2019 → 3 Oct 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- CELL: ContExtual machine Learning of Language translationsFrom1 Oct 2019 → 30 Sep 2023Funding: BOF - projects
- Deep learning for multimodal representation learningFrom20 Sep 2019 → 20 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Tracing the origin and diffusion of scientific ideas through automated text analysisFrom19 Jun 2019 → 19 Jun 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 286
- Align MacridVAE: Multimodal Alignment for Disentangled Recommendations(2024)
Authors: Liesbeth Allein, Marie-Francine Moens
Pages: 73 - 89 - 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
Patents
1 - 1 of 1
- Method for evaluating an image (Inventor)