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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 46
- Personalized recommendation with multimodal explanationsFrom17 Jan 2022 → TodayFunding: BOF - postdoctoral mandates
- Text-Based Natural Language Processing in the Human BrainFrom26 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Multimodal Learning Methods for Commonsense Enriched LearningFrom1 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Prediction and Integration for Natural Language RepresentationFrom10 May 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AI Tools for Curation of Clinical RegistriesFrom1 Jan 2021 → TodayFunding: IOF - technology validation in lab
- 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 → 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
Publications
1 - 10 of 286
- Guest editorial: special issue on ECIR 2021(2022)
Authors: Marie-Francine Moens
Pages: 91 - 93Number of pages: 3 - A Brief Overview of Universal Sentence Representation Methods: A Linguistic View(2022)
Authors: Marie-Francine Moens
Pages: 1 - 42 - Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models(2022)
Authors: Nathan Cornille, Marie-Francine Moens
- Cross-Modal Representation Learning for Fashion Search and Recommendation(2022)
Authors: Katrien Laenen, Marie-Francine Moens
- Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning(2021)
Authors: Christos Theodoropoulos, Marie-Francine Moens
Pages: 337 - 348 - Time-aware evidence ranking for fact-checking(2021)
Authors: Liesbeth Allein, Marie-Francine Moens
Number of pages: 20 - Time-aware evidence ranking for fact-checking(2021)
Authors: Liesbeth Allein, Marie-Francine Moens
Number of pages: 14 - Fine-Grained Cross-Modal Retrieval for Cultural Items with Focal Attention and Hierarchical Encodings(2021)
Authors: Katrien Laenen, Marie-Francine Moens
Number of pages: 20 - Giving commands to a self-driving car: How to deal with uncertain situations?(2021)
Authors: Thierry Deruyttere, Victor Milewski, Marie-Francine Moens
Number of pages: 20 - Discrete and continuous representations and processing in deep learning: Looking forward(2021)
Authors: Ruben Cartuyvels, Marie-Francine Moens
Pages: 143 - 159