Marie-Francine Moens

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 237

Top Venues

Publications

Maria Mihaela Trusca, Wolf Nuyts, Jonathan Thomm, Robert Honig, Thomas Hofmann, Tinne Tuytelaars, Marie-Francine Moens
Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control. CoRR (2024)
Philipp Borchert, Jochen De Weerdt, Marie-Francine Moens
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. CoRR (2024)
Wolf Nuyts, Ruben Cartuyvels, Marie-Francine Moens
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations. Trans. Assoc. Comput. Linguistics 12 (2024)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks. CoRR (2024)
Omar Hamed, Souhail Bakkali, Marie-Francine Moens, Matthew B. Blaschko, Jordy Van Landeghem
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting. CoRR (2024)
Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework. CoRR (2024)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Visually-Aware Context Modeling for News Image Captioning. NAACL-HLT (2024)
Chang Tian, Wenpeng Yin, Dan Li, Marie-Francine Moens
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition. CoRR (2024)
Mingxiao Li, Bo Wan, Marie-Francine Moens, Tinne Tuytelaars
Animate Your Motion: Turning Still Images into Dynamic Videos. CoRR (2024)
Damien Sileo, Kanimozhi Uma, Marie-Francine Moens
Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking. LREC/COLING (2024)
Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens
A Generic Method for Fine-grained Category Discovery in Natural Language Texts. CoRR (2024)
Shaonan Wang, Jingyuan Sun, Yunhao Zhang, Nan Lin, Marie-Francine Moens, Chengqing Zong
Computational Models to Study Language Processing in the Human Brain: A Survey. CoRR (2024)
Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
MSNER: A Multilingual Speech Dataset for Named Entity Recognition. CoRR (2024)
Jordy Van Landeghem, Sanket Biswas, Matthew B. Blaschko, Marie-Francine Moens
Beyond Document Page Classification: Design, Datasets, and Challenges. WACV (2024)
Wei Sun, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens
DMON: A Simple Yet Effective Approach for Argument Structure Learning. LREC/COLING (2024)
Ignacio Avas, Liesbeth Allein, Katrien Laenen, Marie-Francine Moens
Align MacridVAE: Multimodal Alignment for Disentangled Recommendations. ECIR (1) (2024)
Jordy Van Landeghem, Subhajit Maity, Ayan Banerjee, Matthew B. Blaschko, Marie-Francine Moens, Josep Lladós, Sanket Biswas
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications. CoRR (2024)
Wolf Nuyts, Ruben Cartuyvels, Marie-Francine Moens
Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations. CoRR (2024)
Chang Tian, Wenpeng Yin, Dan Li, Marie-Francine Moens
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition. IEEE Access 12 (2024)
Maria Mihaela Trusca, Tinne Tuytelaars, Marie-Francine Moens
DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images. CoRR (2024)
Wei Sun, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens
DMON: A Simple yet Effective Approach for Argument Structure Learning. CoRR (2024)
Jingyuan Sun, Mingxiao Li, Zijiao Chen, Marie-Francine Moens
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties. CoRR (2024)
Nathan Cornille, Marie-Francine Moens, Florian Mai
Learning to Plan for Language Modeling from Unlabeled Data. CoRR (2024)
Vladimir Araujo, Maria Mihaela Trusca, Rodrigo Tufiño, Marie-Francine Moens
Sequence-to-Sequence Spanish Pre-trained Language Models. LREC/COLING (2024)
Mingxiao Li, Tingyu Qu, Ruicong Yao, Wei Sun, Marie-Francine Moens
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps. ICLR (2024)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Visually-Aware Context Modeling for News Image Captioning. CoRR (2023)
Jingyuan Sun, Xiaohan Zhang, Marie-Francine Moens
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language. CoRR (2023)
Christos Theodoropoulos, Marie-Francine Moens
An Information Extraction Study: Take in Mind the Tokenization! EUSFLAT/AGOP (2023)
Aristotelis Chrysakis, Marie-Francine Moens
Simulating Task-Free Continual Learning Streams From Existing Datasets. CVPR Workshops (2023)
Helena Balabin, Antonietta Gabriella Liuzzi, Jingyuan Sun, Patrick Dupont, Rik Vandenberghe, Marie-Francine Moens
Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms. ECAI (2023)
Sumam Francis, Marie-Francine Moens
Injecting Categorical Labels and Syntactic Information into Biomedical NER. CoRR (2023)
Sumam Francis, Kanimozhi Uma, Marie-Francine Moens
Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification. WWW (Companion Volume) (2023)
Damien Sileo, Kanimozhi Uma, Marie-Francine Moens
Generating multiple-choice questions for medical question answering with distractors and cue-masking. CoRR (2023)
Ruiqi Li, Liesbeth Allein, Damien Sileo, Marie-Francine Moens
When Do Discourse Markers Affect Computational Sentence Understanding? CoRR (2023)
Gorjan Radevski, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens, Tinne Tuytelaars
Multimodal Distillation for Egocentric Action Recognition. ICCV (2023)
Jingyuan Sun, Mingxiao Li, Marie-Francine Moens
Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion. CoRR (2023)
Christos Theodoropoulos, Marie-Francine Moens
An Information Extraction Study: Take In Mind the Tokenization! CoRR (2023)
Jingyuan Sun, Mingxiao Li, Zijiao Chen, Yunhao Zhang, Shaonan Wang, Marie-Francine Moens
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities. NeurIPS (2023)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss. WACV (2023)
Liesbeth Allein, Maria Mihaela Trusca, Marie-Francine Moens
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments. CoRR (2023)
Jingyuan Sun, Mingxiao Li, Zijiao Chen, Yunhao Zhang, Shaonan Wang, Marie-Francine Moens
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities. CoRR (2023)
Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta
Preventing profiling for ethical fake news detection. Inf. Process. Manag. 60 (2) (2023)
Liesbeth Allein, Marlon Saelens, Ruben Cartuyvels, Marie-Francine Moens
Implicit Temporal Reasoning for Evidence-Based Fact-Checking. CoRR (2023)
Nathan Cornille, Katrien Laenen, Jingyuan Sun, Marie-Francine Moens
Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction. Entropy 25 (11) (2023)
Gorjan Radevski, Dusan Grujicic, Marie-Francine Moens, Matthew B. Blaschko, Tinne Tuytelaars
Multimodal Distillation for Egocentric Action Recognition. CoRR (2023)
Jordy Van Landeghem, Sanket Biswas, Matthew B. Blaschko, Marie-Francine Moens
Beyond Document Page Classification: Design, Datasets, and Challenges. CoRR (2023)
Aristotelis Chrysakis, Marie-Francine Moens
Online Bias Correction for Task-Free Continual Learning. ICLR (2023)
Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. CoRR (2023)
Vladimir Araujo, Alvaro Soto, Marie-Francine Moens
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information. CoRR (2023)
Vladimir Araujo, Alvaro Soto, Marie-Francine Moens
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information. ACL (Findings) (2023)
Vladimir Araujo, Maria Mihaela Trusca, Rodrigo Tufiño, Marie-Francine Moens
Sequence-to-Sequence Spanish Pre-trained Language Models. CoRR (2023)
Vladimir Araujo, Marie-Francine Moens, Alvaro Soto
Learning Sentence-Level Representations with Predictive Coding. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Sumam Francis, Marie-Francine Moens
Text Augmentations with R-drop for Classification of Tweets Self Reporting Covid-19. CoRR (2023)
Mingxiao Li, Tingyu Qu, Wei Sun, Marie-Francine Moens
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps. CoRR (2023)
Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding. AAAI (2023)
Ruiqi Li, Xiang Zhao, Marie-Francine Moens
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View. ACM Comput. Surv. 55 (3) (2023)
Jingyuan Sun, Marie-Francine Moens
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? CoRR (2023)
Kanimozhi Uma, Sumam Francis, Marie-Francine Moens
Masking Language Model Mechanism with Event-Driven Knowledge Graphs for Temporal Relations Extraction from Clinical Narratives. COMPLEX NETWORKS (1) (2023)
Jingyuan Sun, Mingxiao Li, Marie-Francine Moens
Decoding Realistic Images from Brain Activity with Contrastive Self-Supervision and Latent Diffusion. ECAI (2023)
Jingyuan Sun, Xiaohan Zhang, Marie-Francine Moens
Tuning in to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language. ECAI (2023)
Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction. CoRR (2023)
Philipp Borchert, Jochen De Weerdt, Kristof Coussement, Arno De Caigny, Marie-Francine Moens
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP (2023)
Damien Sileo, Marie-Francine Moens
Probing neural language models for understanding of words of estimative probability. *SEM@ACL (2023)
Wei Sun, Mingxiao Li, Damien Sileo, Jesse Davis, Marie-Francine Moens
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence. CoRR (2023)
Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Whisper-Slu: Extending a Pretrained Speech-to-Text Transformer for Low Resource Spoken Language Understanding. ASRU (2023)
Liesbeth Allein, Marlon Saelens, Ruben Cartuyvels, Marie-Francine Moens
Implicit Temporal Reasoning for Evidence-Based Fact-Checking. EACL (Findings) (2023)
Sumam Francis, Marie-Francine Moens
Investigating better context representations for generative question answering. Inf. Retr. J. 26 (1) (2023)
Jingyuan Sun, Marie-Francine Moens
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI (2023)
Djoerd Hiemstra, Marie-Francine Moens
Guest editorial: special issue on ECIR 2021. Inf. Retr. J. 25 (2) (2022)
Sumam Francis, Marie-Francine Moens
Task-Aware Contrastive Pre-training for Spanish Named Entity Recognition in LivingNER Challenge. IberLEF@SEPLN (2022)
Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Bidirectional Representations for Low Resource Spoken Language Understanding. CoRR (2022)
Mingxiao Li, Marie-Francine Moens
Modeling Coreference Relations in Visual Dialog. CoRR (2022)
Mingxiao Li, Marie-Francine Moens
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering. AAAI (2022)
Chang Tian, Wenpeng Yin, Marie-Francine Moens
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. CoRR (2022)
Damien Sileo, Marie-Francine Moens
Probing neural language models for understanding of words of estimative probability. CoRR (2022)
Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Multitask Learning for Low Resource Spoken Language Understanding. CoRR (2022)
Damien Sileo, Marie-Francine Moens
Analysis and Prediction of NLP Models via Task Embeddings. LREC (2022)
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
Entropy-based Stability-Plasticity for Lifelong Learning. CVPR Workshops (2022)
Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens
Layout-aware Dreamer for Embodied Referring Expression Grounding. CoRR (2022)
Sumam Francis, Marie-Francine Moens
KUL@SMM4H'22: Template Augmented Adaptive Pre-training for Tweet Classification. SMM4H@COLING (2022)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss. CoRR (2022)
Quentin Meeus, Marie-Francine Moens, Hugo Van hamme
Multitask Learning for Low Resource Spoken Language Understanding. INTERSPEECH (2022)
Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens, Matthew B. Blaschko
Predicting Physical World Destinations for Commands Given to Self-Driving Cars. AAAI (2022)
Katrien Laenen, Marie-Francine Moens
Learning Explainable Disentangled Representations of E-Commerce Data by Aligning Their Visual and Textual Attributes. Comput. 11 (12) (2022)
Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens
Finding Structural Knowledge in Multimodal-BERT. ACL (1) (2022)
Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens
Finding Structural Knowledge in Multimodal-BERT. CoRR (2022)
Thierry Deruyttere, Victor Milewski, Marie-Francine Moens
Corrigendum to "Giving commands to a self-driving car: How to deal with uncertain situations?" [Eng. Appl. Artif. Intell. 103 (2021) 104257]. Eng. Appl. Artif. Intell. 115 (2022)
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
Entropy-based Stability-Plasticity for Lifelong Learning. CoRR (2022)
Chang Tian, Wenpeng Yin, Marie-Francine Moens
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. NAACL-HLT (Findings) (2022)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL/IJCNLP (2) (2022)
Arthur Van Meerbeeck, Jordy Van Landeghem, Ruben Cartuyvels, Marie-Francine Moens
Optimizing ship detection efficiency in SAR images. CoRR (2022)
Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto
Evaluation Benchmarks for Spanish Sentence Representations. LREC (2022)
Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto
Evaluation Benchmarks for Spanish Sentence Representations. CoRR (2022)
Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens
How Relevant is Selective Memory Population in Lifelong Language Learning? CoRR (2022)
Zehao Wang, Mingxiao Li, Minye Wu, Marie-Francine Moens, Tinne Tuytelaars
Find a Way Forward: a Language-Guided Semantic Map Navigator. CoRR (2022)
Thierry Deruyttere, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens
Talk2Car: Predicting Physical Trajectories for Natural Language Commands. IEEE Access 10 (2022)
Nathan Cornille, Katrien Laenen, Marie-Francine Moens
Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models. Frontiers Artif. Intell. 5 (2022)
Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens
Discrete and continuous representations and processing in deep learning: Looking forward. CoRR (2022)
Mingxiao Li, Marie-Francine Moens
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering. CoRR (2022)
Jordy Van Landeghem, Matthew B. Blaschko, Bertrand Anckaert, Marie-Francine Moens
Benchmarking Scalable Predictive Uncertainty in Text Classification. IEEE Access 10 (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marie-Francine Moens