Marie‐Francine Moens

VIB-KU Leuven Center for Microbiology — Belgium

Computer Science · Physical Sciences

47h-index9.3kcitations591works1.12yr avg
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Research Topics

Natural Language Processing Techniques(222), Topic Modeling(213), Multimodal Machine Learning Applications(79), Semantic Web and Ontologies(66), Advanced Text Analysis Techniques(58)

Publications589 total

Spatial Common Sense Knowledge
Synthesis lectures on human language technologies·2025
Structured Information for Improving Spatial Relationships in Text-to-Image Generation
arXiv (Cornell University)·2025Open Access
Reduction of supervision for biomedical knowledge discovery
BMC Bioinformatics·2025Open Access
The Potential of Unsupervised Induction of Harmonic Syntax for Jazz
Transactions of the International Society for Music Information Retrieval·2025· 1 citedOpen Access
Mitigating Negative Interference in Multilingual Sequential Knowledge Editing through Null-Space Constraints
arXiv (Cornell University)·2025Open Access
Consistent Story Generation: Unlocking the Potential of Zigzag Sampling
ArXiv.org·2025Open Access
Reduction of Supervision for Biomedical Knowledge Discovery
arXiv (Cornell University)·2025Open Access
Protecting multimodal large language models against misleading visualizations
TUbilio (Technical University of Darmstadt)·2025Open Access
Using Causality for Enhanced Prediction of Web Traffic Time Series
arXiv (Cornell University)·2025Open Access
Natural language processing‐based classification of early Alzheimer's disease from connected speech
Alzheimer s & Dementia·2025· 2 citedOpen Access
Instruction-guided path planning with 3D semantic maps for vision-language navigation
Neurocomputing·2025· 6 cited
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence
ACM Transactions on Computing for Healthcare·2025· 3 citedOpen Access
DM-Align: Leveraging the power of natural language instructions to make changes to images
Computer Vision and Image Understanding·2025· 2 citedOpen Access
Clinical entity-aware domain adaptation in low resource setting for inflammatory bowel disease
Frontiers in Artificial Intelligence·2025Open Access
Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
2025Open Access
Language Fusion for Parameter-Efficient Cross-lingual Transfer
2025Open Access
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors
2025Open Access
Action-based image editing guided by human instructions
arXiv (Cornell University)·2024Open Access
Natural language processing‐based analysis of connected speech in prodromal Alzheimer’s disease
Alzheimer s & Dementia·2024Open Access
Animate Your Motion: Turning Still Images into Dynamic Videos
Lecture notes in computer science·2024
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Frequent Co-authors

Ivan Vulić(8), Erik Boiy(4), Steven Bethard(4), Golnoosh Farnadi(4), Martine De Cock(4), Koen Deschacht(4), Parisa Kordjamshidi(4), Wim De Smet(4), Raquel Mochales Palau(3), Oleksandr Kolomiyets(3), Chris Reed(2), Raquel Mochales(2), Sergio Davalos(2), Jan De Belder(2), Juan Carlos Gómez(2), Wim De Mulder(1), Geetha Sitaraman(1), Shanu Sushmita(1), Fabio Celli(1), Michał Kosiński(1)