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ORCIDMarie-Francine Moens
Sien Moens
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- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2025
[j88]Liesbeth Allein
, Maria Mihaela Trusca, Marie-Francine Moens:
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments. Artif. Intell. 338: 104234 (2025)- 2024
- [j87]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: 37600-37614 (2024) - [j86]Wolf Nuyts, Ruben Cartuyvels, Marie-Francine Moens:
Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations. Trans. Assoc. Comput. Linguistics 12: 264-282 (2024) - [c238]Wei Sun, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens:
DMON: A Simple Yet Effective Approach for Argument Structure Learning. LREC/COLING 2024: 5109-5118 - [c237]Damien Sileo, Kanimozhi Uma, Marie-Francine Moens:
Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking. LREC/COLING 2024: 7647-7653 - [c236]Vladimir Araujo, Maria Mihaela Trusca, Rodrigo Tufiño, Marie-Francine Moens:
Sequence-to-Sequence Spanish Pre-trained Language Models. LREC/COLING 2024: 14729-14743 - [c235]Jingyuan Sun, Mingxiao Li, Ruben Cartuyvels, Marie-Francine Moens:
ERC Advanced Grant Project CALCULUS: Extending the Boundary of Machine Translation. EAMT (2) 2024: 16-17 - [c234]Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens:
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks. ECCV (88) 2024: 291-308 - [c233]Mingxiao Li, Bo Wan, Marie-Francine Moens, Tinne Tuytelaars:
Animate Your Motion: Turning Still Images into Dynamic Videos. ECCV (66) 2024: 409-425 - [c232]Ignacio Avas, Liesbeth Allein, Katrien Laenen, Marie-Francine Moens:
Align MacridVAE: Multimodal Alignment for Disentangled Recommendations. ECIR (1) 2024: 73-89 - [c231]Vladimir Araujo, Marie-Francine Moens, Tinne Tuytelaars:
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models. EMNLP (Findings) 2024: 687-696 - [c230]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. EMNLP 2024: 3548-3566 - [c229]Jonathan Tonglet, Marie-Francine Moens, Iryna Gurevych:
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation. EMNLP 2024: 7845-7864 - [c228]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. ICDAR (4) 2024: 195-217 - [c227]Omar Hamed, Souhail Bakkali, Matthew B. Blaschko, Sien Moens, Jordy Van Landeghem:
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting. ICDAR (4) 2024: 270-286 - [c226]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 - [c225]Philipp Borchert, Jochen De Weerdt, Marie-Francine Moens:
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL (Short Papers) 2024: 638-646 - [c224]Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens:
Visually-Aware Context Modeling for News Image Captioning. NAACL-HLT 2024: 2927-2943 - [c223]Jordy Van Landeghem, Sanket Biswas, Matthew B. Blaschko, Marie-Francine Moens:
Beyond Document Page Classification: Design, Datasets, and Challenges. WACV 2024: 2950-2960 - [i93]Wolf Nuyts, Ruben Cartuyvels, Marie-Francine Moens:
Explicitly Representing Syntax Improves Sentence-to-layout Prediction of Unexpected Situations. CoRR abs/2401.14212 (2024) - [i92]Jingyuan Sun, Mingxiao Li, Zijiao Chen, Marie-Francine Moens:
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties. CoRR abs/2402.01590 (2024) - [i91]Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens:
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks. CoRR abs/2403.09377 (2024) - [i90]Mingxiao Li, Bo Wan, Marie-Francine Moens, Tinne Tuytelaars:
Animate Your Motion: Turning Still Images into Dynamic Videos. CoRR abs/2403.10179 (2024) - [i89]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 abs/2403.13368 (2024) - [i88]Philipp Borchert, Jochen De Weerdt, Marie-Francine Moens:
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. CoRR abs/2403.16543 (2024) - [i87]Nathan Cornille, Marie-Francine Moens, Florian Mai:
Learning to Plan for Language Modeling from Unlabeled Data. CoRR abs/2404.00614 (2024) - [i86]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 abs/2404.13766 (2024) - [i85]Maria Mihaela Trusca, Tinne Tuytelaars, Marie-Francine Moens:
DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images. CoRR abs/2404.18020 (2024) - [i84]Wei Sun, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens:
DMON: A Simple yet Effective Approach for Argument Structure Learning. CoRR abs/2405.01216 (2024) - [i83]Quentin Meeus, Marie-Francine Moens, Hugo Van hamme:
MSNER: A Multilingual Speech Dataset for Named Entity Recognition. CoRR abs/2405.11519 (2024) - [i82]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 abs/2405.12705 (2024) - [i81]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 abs/2406.05460 (2024) - [i80]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 abs/2406.08226 (2024) - [i79]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 abs/2406.13103 (2024) - [i78]Christos Theodoropoulos, Andrei Catalin Coman, James Henderson, Marie-Francine Moens:
Enhancing Biomedical Knowledge Discovery for Diseases: An End-To-End Open-Source Framework. CoRR abs/2407.13492 (2024) - [i77]Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson:
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors. CoRR abs/2408.06778 (2024) - [i76]Vladimir Araujo, Marie-Francine Moens, Tinne Tuytelaars:
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models. CoRR abs/2408.09053 (2024) - [i75]Jonathan Tonglet, Marie-Francine Moens, Iryna Gurevych:
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation. CoRR abs/2408.09939 (2024) - [i74]Florian Mai, Nathan Cornille, Marie-Francine Moens:
Learning to Plan Long-Term for Language Modeling. CoRR abs/2409.00070 (2024) - [i73]Nathan Cornille, Florian Mai, Jingyuan Sun, Marie-Francine Moens:
End-to-end Planner Training for Language Modeling. CoRR abs/2410.12492 (2024) - 2023
- [j85]Ruiqi Li, Xiang Zhao, Marie-Francine Moens:
A Brief Overview of Universal Sentence Representation Methods: A Linguistic View. ACM Comput. Surv. 55(3): 56:1-56:42 (2023) - [j84]Nathan Cornille, Katrien Laenen, Jingyuan Sun, Marie-Francine Moens:
Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction. Entropy 25(11): 1554 (2023) - [j83]Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta:
Preventing profiling for ethical fake news detection. Inf. Process. Manag. 60(2): 103206 (2023) - [j82]Sumam Francis, Marie-Francine Moens:
Investigating better context representations for generative question answering. Inf. Retr. J. 26(1): 7 (2023) - [j81]Vladimir Araujo, Marie-Francine Moens, Alvaro Soto:
Learning Sentence-Level Representations with Predictive Coding. Mach. Learn. Knowl. Extr. 5(1): 59-77 (2023) - [c222]Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens:
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding. AAAI 2023: 1386-1395 - [c221]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: 13124-13138 - [c220]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: 1-6 - [c219]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: 162-174 - [c218]Aristotelis Chrysakis, Marie-Francine Moens:
Simulating Task-Free Continual Learning Streams From Existing Datasets. CVPR Workshops 2023: 2516-2524 - [c217]Liesbeth Allein, Marlon Saelens, Ruben Cartuyvels, Marie-Francine Moens:
Implicit Temporal Reasoning for Evidence-Based Fact-Checking. EACL (Findings) 2023: 176-189 - [c216]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: 165-173 - [c215]Jingyuan Sun, Mingxiao Li, Marie-Francine Moens:
Decoding Realistic Images from Brain Activity with Contrastive Self-Supervision and Latent Diffusion. ECAI 2023: 2250-2257 - [c214]Jingyuan Sun, Xiaohan Zhang, Marie-Francine Moens:
Tuning in to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language. ECAI 2023: 2258-2265 - [c213]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: 11792-11806 - [c212]Christos Theodoropoulos, Marie-Francine Moens:
An Information Extraction Study: Take in Mind the Tokenization! EUSFLAT/AGOP 2023: 593-606 - [c211]Gorjan Radevski, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens, Tinne Tuytelaars:
Multimodal Distillation for Egocentric Action Recognition. ICCV 2023: 5190-5201 - [c210]Jordy Van Landeghem, Rafal Powalski, Rubèn Tito, Dawid Jurkiewicz, Matthew B. Blaschko, Lukasz Borchmann, Mickaël Coustaty, Sien Moens, Michal Pietruszka, Bertrand Anckaert, Tomasz Stanislawek, Pawel Józiak, Ernest Valveny:
Document Understanding Dataset and Evaluation (DUDE). ICCV 2023: 19471-19483 - [c209]Aristotelis Chrysakis, Marie-Francine Moens:
Online Bias Correction for Task-Free Continual Learning. ICLR 2023 - [c208]Jingyuan Sun, Marie-Francine Moens:
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023: 5197-5205 - [c207]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 - [c206]Damien Sileo, Marie-Francine Moens:
Probing neural language models for understanding of words of estimative probability. *SEM@ACL 2023: 469-476 - [c205]Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens:
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss. WACV 2023: 3494-3503 - [c204]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: 1161-1166 - [i72]Liesbeth Allein, Marlon Saelens, Ruben Cartuyvels, Marie-Francine Moens:
Implicit Temporal Reasoning for Evidence-Based Fact-Checking. CoRR abs/2302.12569 (2023) - [i71]Damien Sileo, Kanimozhi Uma, Marie-Francine Moens:
Generating multiple-choice questions for medical question answering with distractors and cue-masking. CoRR abs/2303.07069 (2023) - [i70]Christos Theodoropoulos, Marie-Francine Moens:
An Information Extraction Study: Take In Mind the Tokenization! CoRR abs/2303.15100 (2023) - [i69]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 abs/2305.07565 (2023) - [i68]Jordy Van Landeghem, Rubèn Tito, Lukasz Borchmann, Michal Pietruszka, Pawel Józiak, Rafal Powalski, Dawid Jurkiewicz, Mickaël Coustaty, Bertrand Anckaert, Ernest Valveny, Matthew B. Blaschko, Sien Moens, Tomasz Stanislawek:
Document Understanding Dataset and Evaluation (DUDE). CoRR abs/2305.08455 (2023) - [i67]Mingxiao Li, Tingyu Qu, Wei Sun, Marie-Francine Moens:
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps. CoRR abs/2305.15583 (2023) - [i66]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 abs/2305.17214 (2023) - [i65]Gorjan Radevski, Dusan Grujicic, Marie-Francine Moens, Matthew B. Blaschko, Tinne Tuytelaars:
Multimodal Distillation for Egocentric Action Recognition. CoRR abs/2307.07483 (2023) - [i64]Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens:
Visually-Aware Context Modeling for News Image Captioning. CoRR abs/2308.08325 (2023) - [i63]Jordy Van Landeghem, Sanket Biswas, Matthew B. Blaschko, Marie-Francine Moens:
Beyond Document Page Classification: Design, Datasets, and Challenges. CoRR abs/2308.12896 (2023) - [i62]Andrei C. Coman, Christos Theodoropoulos, Marie-Francine Moens, James Henderson:
GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction. CoRR abs/2308.14423 (2023) - [i61]Ruiqi Li, Liesbeth Allein, Damien Sileo, Marie-Francine Moens:
When Do Discourse Markers Affect Computational Sentence Understanding? CoRR abs/2309.00368 (2023) - [i60]Vladimir Araujo, Maria Mihaela Trusca, Rodrigo Tufiño, Marie-Francine Moens:
Sequence-to-Sequence Spanish Pre-trained Language Models. CoRR abs/2309.11259 (2023) - [i59]Jingyuan Sun, Mingxiao Li, Marie-Francine Moens:
Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion. CoRR abs/2310.00318 (2023) - [i58]Wei Sun, Mingxiao Li, Damien Sileo, Jesse Davis, Marie-Francine Moens:
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence. CoRR abs/2310.01299 (2023) - [i57]Jingyuan Sun, Marie-Francine Moens:
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? CoRR abs/2310.01854 (2023) - [i56]Jingyuan Sun, Xiaohan Zhang, Marie-Francine Moens:
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language. CoRR abs/2310.04460 (2023) - [i55]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 abs/2310.12024 (2023) - [i54]Sumam Francis, Marie-Francine Moens:
Injecting Categorical Labels and Syntactic Information into Biomedical NER. CoRR abs/2311.03113 (2023) - [i53]Sumam Francis, Marie-Francine Moens:
Text Augmentations with R-drop for Classification of Tweets Self Reporting Covid-19. CoRR abs/2311.03420 (2023) - [i52]Liesbeth Allein, Maria Mihaela Trusca, Marie-Francine Moens:
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments. CoRR abs/2312.03726 (2023) - 2022
- [j80]Jordy Van Landeghem, Matthew B. Blaschko, Bertrand Anckaert, Marie-Francine Moens:
Benchmarking Scalable Predictive Uncertainty in Text Classification. IEEE Access 10: 43703-43737 (2022) - [j79]Thierry Deruyttere, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens:
Talk2Car: Predicting Physical Trajectories for Natural Language Commands. IEEE Access 10: 123809-123834 (2022) - [j78]Katrien Laenen, Marie-Francine Moens:
Learning Explainable Disentangled Representations of E-Commerce Data by Aligning Their Visual and Textual Attributes. Comput. 11(12): 182 (2022) - [j77]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: 105243 (2022) - [j76]Nathan Cornille, Katrien Laenen, Marie-Francine Moens:
Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models. Frontiers Artif. Intell. 5: 736791 (2022) - [j75]Djoerd Hiemstra, Marie-Francine Moens:
Guest editorial: special issue on ECIR 2021. Inf. Retr. J. 25(2): 91-93 (2022) - [c203]Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens, Matthew B. Blaschko:
Predicting Physical World Destinations for Commands Given to Self-Driving Cars. AAAI 2022: 715-725 - [c202]Mingxiao Li, Marie-Francine Moens:
Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering. AAAI 2022: 10983-10992 - [c201]Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens:
Finding Structural Knowledge in Multimodal-BERT. ACL (1) 2022: 5658-5671 - [c200]Sumam Francis, Marie-Francine Moens:
KUL@SMM4H'22: Template Augmented Adaptive Pre-training for Tweet Classification. SMM4H@COLING 2022: 153-155 - [c199]Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
Entropy-based Stability-Plasticity for Lifelong Learning. CVPR Workshops 2022: 3720-3727 - [c198]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: 154-160 - [c197]Quentin Meeus, Marie-Francine Moens, Hugo Van hamme:
Multitask Learning for Low Resource Spoken Language Understanding. INTERSPEECH 2022: 4073-4077 - [c196]Damien Sileo, Marie-Francine Moens:
Analysis and Prediction of NLP Models via Task Embeddings. LREC 2022: 633-647 - [c195]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: 6024-6034 - [c194]Chang Tian, Wenpeng Yin, Marie-Francine Moens:
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. NAACL-HLT (Findings) 2022: 565-577 - [c193]Sumam Francis, Marie-Francine Moens:
Task-Aware Contrastive Pre-training for Spanish Named Entity Recognition in LivingNER Challenge. IberLEF@SEPLN 2022 - [i51]Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens:
Discrete and continuous representations and processing in deep learning: Looking forward. CoRR abs/2201.01233 (2022) - [i50]Mingxiao Li, Marie-Francine Moens:
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering. CoRR abs/2203.02985 (2022) - [i49]Mingxiao Li, Marie-Francine Moens:
Modeling Coreference Relations in Visual Dialog. CoRR abs/2203.02986 (2022) - [i48]Zehao Wang, Mingxiao Li, Minye Wu, Marie-Francine Moens, Tinne Tuytelaars:
Find a Way Forward: a Language-Guided Semantic Map Navigator. CoRR abs/2203.03183 (2022) - [i47]Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens:
Finding Structural Knowledge in Multimodal-BERT. CoRR abs/2203.09306 (2022) - [i46]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 abs/2204.07571 (2022) - [i45]Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
Entropy-based Stability-Plasticity for Lifelong Learning. CoRR abs/2204.09517 (2022) - [i44]Chang Tian, Wenpeng Yin, Marie-Francine Moens:
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. CoRR abs/2207.11762 (2022) - [i43]Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens:
How Relevant is Selective Memory Population in Lifelong Language Learning? CoRR abs/2210.00940 (2022) - [i42]Gorjan Radevski, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens, Tinne Tuytelaars:
Students taught by multimodal teachers are superior action recognizers. CoRR abs/2210.04331 (2022) - [i41]Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens:
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss. CoRR abs/2210.08957 (2022) - [i40]Damien Sileo, Marie-Francine Moens:
Probing neural language models for understanding of words of estimative probability. CoRR abs/2211.03358 (2022) - [i39]Quentin Meeus, Marie-Francine Moens, Hugo Van hamme:
Multitask Learning for Low Resource Spoken Language Understanding. CoRR abs/2211.13703 (2022) - [i38]Quentin Meeus, Marie-Francine Moens, Hugo Van hamme:
Bidirectional Representations for Low Resource Spoken Language Understanding. CoRR abs/2211.14320 (2022) - [i37]Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens:
Layout-aware Dreamer for Embodied Referring Expression Grounding. CoRR abs/2212.00171 (2022) - [i36]Arthur Van Meerbeeck, Jordy Van Landeghem, Ruben Cartuyvels, Marie-Francine Moens:
Optimizing ship detection efficiency in SAR images. CoRR abs/2212.05843 (2022) - 2021
- [j74]Guillem Collell, Thierry Deruyttere, Marie-Francine Moens:
Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding. IEEE Access 9: 134298-134318 (2021) - [j73]Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens:
Discrete and continuous representations and processing in deep learning: Looking forward. AI Open 2: 143-159 (2021) - [j72]Shurong Sheng, Katrien Laenen, Luc Van Gool, Marie-Francine Moens:
Fine-Grained Cross-Modal Retrieval for Cultural Items with Focal Attention and Hierarchical Encodings. Comput. 10(9): 105 (2021) - [j71]Thierry Deruyttere, Victor Milewski, Marie-Francine Moens:
Giving commands to a self-driving car: How to deal with uncertain situations? Eng. Appl. Artif. Intell. 103: 104257 (2021) - [j70]Abbas Akkasi, Marie-Francine Moens:
Causal relationship extraction from biomedical text using deep neural models: A comprehensive survey. J. Biomed. Informatics 119: 103820 (2021) - [j69]Graham Spinks, Marie-Francine Moens:
Corrigendum to "Justifying diagnosis decisions by deep neural networks" [J. Biomed. Inf. 96 (2019) 103248]. J. Biomed. Informatics 119: 103835 (2021) - [j68]Liesbeth Allein, Isabelle Augenstein, Marie-Francine Moens:
Time-aware evidence ranking for fact-checking. J. Web Semant. 71: 100663 (2021) - [c192]Gorjan Radevski, Marie-Francine Moens, Tinne Tuytelaars:
Revisiting spatio-temporal layouts for compositional action recognition. BMVC 2021: 110 - [c191]Elias Moons, Marie-Francine Moens:
Clinical Report Classification: Continually Learning from User Feedback. CBMS 2021: 455-460 - [c190]Christos Theodoropoulos, James Henderson, Andrei Catalin Coman, Marie-Francine Moens:
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning. CoNLL 2021: 337-348 - [c189]Mingxiao Li, Marie-Francine Moens:
Modeling Coreference Relations in Visual Dialog. EACL 2021: 3306-3318 - [c188]Guillem Collell, Marie-Francine Moens:
How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match? ECIR (1) 2021: 98-114 - [c187]Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto:
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. EMNLP (1) 2021: 3016-3022 - [c186]Robin De Croon, Artuur Leeuwenberg, Jan Aerts, Marie-Francine Moens, Vero Vanden Abeele, Katrien Verbert:
TIEVis: a Visual Analytics Dashboard for Temporal Information Extracted from Clinical Reports. IUI Companion 2021: 34-36 - [c185]Erfan Ghadery, Damien Sileo, Marie-Francine Moens:
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features. SemEval@ACL/IJCNLP 2021: 1015-1019 - [c184]Mateusz Krubinski, Erfan Ghadery, Marie-Francine Moens, Pavel Pecina:
Just Ask! Evaluating Machine Translation by Asking and Answering Questions. WMT@EMNLP 2021: 495-506 - [c183]Mateusz Krubinski, Erfan Ghadery, Marie-Francine Moens, Pavel Pecina:
MTEQA at WMT21 Metrics Shared Task. WMT@EMNLP 2021: 1024-1029 - [e17]Djoerd Hiemstra, Marie-Francine Moens, Josiane Mothe, Raffaele Perego, Martin Potthast, Fabrizio Sebastiani:
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12656, Springer 2021, ISBN 978-3-030-72112-1 [contents] - [e16]Djoerd Hiemstra, Marie-Francine Moens, Josiane Mothe, Raffaele Perego, Martin Potthast, Fabrizio Sebastiani:
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12657, Springer 2021, ISBN 978-3-030-72239-5 [contents] - [e15]Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih:
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021. Association for Computational Linguistics 2021 [contents] - [e14]Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih:
Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021. Association for Computational Linguistics 2021 [contents] - [i35]Erfan Ghadery, Damien Sileo, Marie-Francine Moens:
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features. CoRR abs/2105.14774 (2021) - [i34]Thierry Deruyttere, Victor Milewski, Marie-Francine Moens:
Giving Commands to a Self-Driving Car: How to Deal with Uncertain Situations? CoRR abs/2106.04232 (2021) - [i33]Jaron Maene, Mingxiao Li, Marie-Francine Moens:
Towards Understanding Iterative Magnitude Pruning: Why Lottery Tickets Win. CoRR abs/2106.06955 (2021) - [i32]Liesbeth Allein, Marie-Francine Moens, Domenico Perrotta:
Like Article, Like Audience: Enforcing Multimodal Correlations for Disinformation Detection. CoRR abs/2108.13892 (2021) - [i31]Christos Theodoropoulos, James Henderson, Andrei C. Coman, Marie-Francine Moens:
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning. CoRR abs/2109.00840 (2021) - [i30]Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto:
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. CoRR abs/2109.04602 (2021) - [i29]Gorjan Radevski, Marie-Francine Moens, Tinne Tuytelaars:
Revisiting spatio-temporal layouts for compositional action recognition. CoRR abs/2111.01936 (2021) - [i28]Dusan Grujicic, Thierry Deruyttere, Marie-Francine Moens, Matthew B. Blaschko:
Predicting Physical World Destinations for Commands Given to Self-Driving Cars. CoRR abs/2112.05419 (2021) - [i27]Damien Sileo, Marie-Francine Moens:
Analysis and Prediction of NLP Models Via Task Embeddings. CoRR abs/2112.05647 (2021) - [i26]Farjad Malik, Simon Wouters, Ruben Cartuyvels, Erfan Ghadery, Marie-Francine Moens:
Two-phase training mitigates class imbalance for camera trap image classification with CNNs. CoRR abs/2112.14491 (2021) - 2020
- [j67]Graham Spinks, Marie-Francine Moens:
Structured (De)composable Representations Trained with Neural Networks. Comput. 9(4): 79 (2020) - [j66]Katrien Laenen, Marie-Francine Moens:
A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion. Inf. Process. Manag. 57(6): 102316 (2020) - [j65]Djoerd Hiemstra, Marie-Francine Moens, Raffaele Perego, Fabrizio Sebastiani:
Transitioning the information retrieval literature to a fully open access model. SIGIR Forum 54(1): 13:1-13:10 (2020) - [j64]Artuur Leeuwenberg, Marie-Francine Moens:
Towards Extracting Absolute Event Timelines From English Clinical Reports. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2710-2719 (2020) - [c182]Graham Spinks, Marie-Francine Moens:
Structured (De)composable Representations Trained with Neural Networks. ANNPR 2020: 39-51 - [c181]Elias Moons, Marie-Francine Moens:
Convolutional Attention Models with Post-Processing Heuristics at CLEF eHealth 2020. CLEF (Working Notes) 2020 - [c180]Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens:
Autoregressive Reasoning over Chains of Facts with Transformers. COLING 2020: 6916-6930 - [c179]Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew B. Blaschko, Tinne Tuytelaars, Marie-Francine Moens:
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary. ECCV Workshops (2) 2020: 3-26 - [c178]Parisa Kordjamshidi, James Pustejovsky, Marie-Francine Moens:
Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks. EMNLP (Tutorial Abstracts) 2020: 28-33 - [c177]Gorjan Radevski, Guillem Collell, Marie-Francine Moens, Tinne Tuytelaars:
Decoding language spatial relations to 2D spatial arrangements. EMNLP (Findings) 2020: 4549-4560 - [c176]Aristotelis Chrysakis, Marie-Francine Moens:
Online Continual Learning from Imbalanced Data. ICML 2020: 1952-1961 - [c175]Artuur Leeuwenberg, Marie-Francine Moens:
A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract). IJCAI 2020: 5085-5089 - [c174]Victor Siemen Janusz Milewski, Marie-Francine Moens, Iacer Calixto:
Are Scene Graphs Good Enough to Improve Image Captioning? AACL/IJCNLP 2020: 504-515 - [c173]Graham Spinks, Ruben Cartuyvels, Marie-Francine Moens:
Learning Grammar in Confined Worlds. IWSDS 2020: 363-366 - [c172]Liesbeth Allein, Marie-Francine Moens:
Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets. MISDOOM 2020: 1-17 - [c171]Dario Pavllo, Graham Spinks, Thomas Hofmann, Marie-Francine Moens, Aurélien Lucchi:
Convolutional Generation of Textured 3D Meshes. NeurIPS 2020 - [c170]Erfan Ghadery, Marie-Francine Moens:
LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification. SemEval@COLING 2020: 2073-2079 - [i25]Golnoosh Farnadi, Lise Getoor, Marie-Francine Moens, Martine De Cock:
User Profiling Using Hinge-loss Markov Random Fields. CoRR abs/2001.01177 (2020) - [i24]Liesbeth Allein, Artuur Leeuwenberg, Marie-Francine Moens:
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction. CoRR abs/2001.02943 (2020) - [i23]Thierry Deruyttere, Guillem Collell, Marie-Francine Moens:
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding. CoRR abs/2003.08717 (2020) - [i22]Erfan Ghadery, Marie-Francine Moens:
LIIR at SemEval-2020 Task 12: A Cross-Lingual Augmentation Approach for Multilingual Offensive Language Identification. CoRR abs/2005.03695 (2020) - [i21]Artuur Leeuwenberg, Marie-Francine Moens:
A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract). CoRR abs/2005.06527 (2020) - [i20]Dario Pavllo, Graham Spinks, Thomas Hofmann, Marie-Francine Moens, Aurélien Lucchi:
Convolutional Generation of Textured 3D Meshes. CoRR abs/2006.07660 (2020) - [i19]Graham Spinks, Marie-Francine Moens:
Structured (De)composable Representations Trained with Neural Networks. CoRR abs/2007.03325 (2020) - [i18]Liesbeth Allein, Marie-Francine Moens:
Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets. CoRR abs/2008.08854 (2020) - [i17]Liesbeth Allein, Isabelle Augenstein, Marie-Francine Moens:
Time-Aware Evidence Ranking for Fact-Checking. CoRR abs/2009.06402 (2020) - [i16]Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew B. Blaschko, Tinne Tuytelaars, Marie-Francine Moens:
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary. CoRR abs/2009.08792 (2020) - [i15]Victor Milewski, Marie-Francine Moens, Iacer Calixto:
Are scene graphs good enough to improve Image Captioning? CoRR abs/2009.12313 (2020) - [i14]Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens:
Autoregressive Reasoning over Chains of Facts with Transformers. CoRR abs/2012.11321 (2020)
2010 – 2019
- 2019
- [j63]Vincent Vandeghinste, Tom Vanallemeersch, Liesbeth Augustinus, Bram Bulté, Frank Van Eynde, Joris Pelemans, Lyan Verwimp, Patrick Wambacq, Geert Heyman, Marie-Francine Moens, Iulianna Van der Lek-Ciudin, Frieda Steurs, Ayla Rigouts Terryn, Els Lefever, Arda Tezcan, Lieve Macken, Véronique Hoste, Joke Daems, Joost Buysschaert, Sven Coppers, Jan Van den Bergh, Kris Luyten:
Improving the Translation Environment for Professional Translators. Informatics 6(2): 24 (2019) - [j62]Sumam Francis, Jordy Van Landeghem, Marie-Francine Moens:
Transfer Learning for Named Entity Recognition in Financial and Biomedical Documents. Inf. 10(8): 248 (2019) - [j61]Artuur Leeuwenberg, Marie-Francine Moens:
A Survey on Temporal Reasoning for Temporal Information Extraction from Text. J. Artif. Intell. Res. 66: 341-380 (2019) - [j60]Graham Spinks, Marie-Francine Moens:
Justifying diagnosis decisions by deep neural networks. J. Biomed. Informatics 96 (2019) - [c169]Niraj Shrestha, Elias Moons, Marie-Francine Moens:
Using Related Text Sources to Improve Classification of Transcribed Speech Data. AMLTA 2019: 507-517 - [c168]Shurong Sheng, Katrien Laenen, Marie-Francine Moens:
Can Image Captioning Help Passage Retrieval in Multimodal Question Answering? ECIR (2) 2019: 94-101 - [c167]Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens:
Talk2Car: Taking Control of Your Self-Driving Car. EMNLP/IJCNLP (1) 2019: 2088-2098 - [c166]Mariya Hendriksen, Artuur Leeuwenberg, Marie-Francine Moens:
LSTM for Dialogue Breakdown Detection: Exploration of Different Model Types and Word Embeddings. IWSDS 2019: 443-453 - [c165]Shurong Sheng, Marie-Francine Moens:
Generating Captions for Images of Ancient Artworks. ACM Multimedia 2019: 2478-2486 - [c164]Geert Heyman, Bregt Verreet, Ivan Vulic, Marie-Francine Moens:
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs. NAACL-HLT (1) 2019: 1890-1902 - [e13]Aditya Mogadala, Dietrich Klakow, Sandro Pezzelle, Marie-Francine Moens:
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, LANTERN@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-75-8 [contents] - [i13]Graham Spinks, Marie-Francine Moens:
Justifying Diagnosis Decisions by Deep Neural Networks. CoRR abs/1907.05671 (2019) - [i12]Katrien Laenen, Marie-Francine Moens:
Attention-based Fusion for Outfit Recommendation. CoRR abs/1908.10585 (2019) - [i11]Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens:
Talk2Car: Taking Control of Your Self-Driving Car. CoRR abs/1909.10838 (2019) - [i10]Marie-Francine Moens, Lucia Specia, Tinne Tuytelaars:
Joint Processing of Language and Visual Data for Better Automated Understanding (Dagstuhl Seminar 19021). Dagstuhl Reports 9(1): 1-27 (2019) - 2018
- [j59]Marie-Francine Moens:
Argumentation mining: How can a machine acquire common sense and world knowledge? Argument Comput. 9(1): 1-14 (2018) - [j58]Geert Heyman, Ivan Vulic, Marie-Francine Moens:
A deep learning approach to bilingual lexicon induction in the biomedical domain. BMC Bioinform. 19(1): 259:1-259:15 (2018) - [j57]Marie-Francine Moens, Katerina Pastra, Kate Saenko, Tinne Tuytelaars:
Vision and Language Integration Meets Multimedia Fusion. IEEE Multim. 25(2): 7-10 (2018) - [j56]Saptarshi Ghosh, Kripabandhu Ghosh, Debasis Ganguly, Tanmoy Chakraborty, Gareth J. F. Jones, Marie-Francine Moens, Muhammad Imran:
Exploitation of Social Media for Emergency Relief and Preparedness: Recent Research and Trends. Inf. Syst. Frontiers 20(5): 901-907 (2018) - [j55]Saptarshi Ghosh, Kripabandhu Ghosh, Debasis Ganguly, Tanmoy Chakraborty, Gareth J. F. Jones, Marie-Francine Moens:
Report on the Second Workshop on Exploitation of Social Media for Emergency Relief and Preparedness (SMERP 2018) at the Web Conference (WWW) 2018. SIGIR Forum 52(2): 163-168 (2018) - [j54]Guillem Collell, Marie-Francine Moens:
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision. Trans. Assoc. Comput. Linguistics 6: 133-144 (2018) - [j53]Oswaldo Ludwig, Quynh Ngoc Thi Do, Cameron G. Smith, Marc Cavazza, Marie-Francine Moens:
Learning to Extract Action Descriptions From Narrative Text. IEEE Trans. Games 10(1): 15-28 (2018) - [c163]Guillem Collell, Luc Van Gool, Marie-Francine Moens:
Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates. AAAI 2018: 6765-6772 - [c162]Guillem Collell, Marie-Francine Moens:
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL (2) 2018: 462-468 - [c161]Arindam Pal, Arnab Bhattacharya, Indrajit Bhattacharya, Kripabandhu Ghosh, Lipika Dey, Marie-Francine Moens, Saptarshi Ghosh:
International Workshop on Legal Data Analytics and Mining (LeDAM 2018): Preface to the Proceedings. CIKM Workshops 2018 - [c160]Graham Spinks, Marie-Francine Moens:
Generating Text from Images in a Smooth Representation Space. CLEF (Working Notes) 2018 - [c159]Quynh Ngoc Thi Do, Artuur Leeuwenberg, Geert Heyman, Marie-Francine Moens:
A Flexible and Easy-to-use Semantic Role Labeling Framework for Different Languages. COLING (Demos) 2018: 161-165 - [c158]Artuur Leeuwenberg, Marie-Francine Moens:
Word-Level Loss Extensions for Neural Temporal Relation Classification. COLING 2018: 3436-3447 - [c157]Vincent Vandeghinste, Tom Vanallemeersch, Bram Bulté, Liesbeth Augustinus, Frank Van Eynde, Joris Pelemans, Lyan Verwimp, Patrick Wambacq, Geert Heyman, Marie-Francine Moens, Iulianna Van der Lek-Ciudin, Frieda Steurs, Ayla Rigouts Terryn, Els Lefever, Arda Tezcan, Lieve Macken, Sven Coppers, Jens Brulmans, Jan Van den Bergh, Kris Luyten, Karin Coninx:
Smart Computer-Aided Translation Environment (SCATE): Highlights. EAMT 2018 - [c156]Graham Spinks, Marie-Francine Moens:
Evaluating Textual Representations through Image Generation. BlackboxNLP@EMNLP 2018: 30-39 - [c155]Artuur Leeuwenberg, Marie-Francine Moens:
Temporal Information Extraction by Predicting Relative Time-lines. EMNLP 2018: 1237-1246 - [c154]Marie-Francine Moens:
Keynote II. EUSPN/ICTH 2018: 7 - [c153]Denys Silveira, André Luiz da Costa Carvalho, Marco Cristo, Marie-Francine Moens:
Topic Modeling using Variational Auto-Encoders with Gumbel-Softmax and Logistic-Normal Mixture Distributions. IJCNN 2018: 1-8 - [c152]Shurong Sheng, Aparna Nurani Venkitasubramanian, Marie-Francine Moens:
A Markov Network Based Passage Retrieval Method for Multimodal Question Answering in the Cultural Heritage Domain. MMM (1) 2018: 3-15 - [c151]Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie:
Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) 2018: 632-644 - [c150]Graham Spinks, Marie-Francine Moens:
Generating Continuous Representations of Medical Texts. NAACL-HLT (Demonstrations) 2018: 66-70 - [c149]Ruiqi Li, Guillem Collell, Marie-Francine Moens:
A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition. SwissText 2018: 58-65 - [c148]Niraj Shrestha, Marie-Francine Moens:
Semantic Role Labeling of Speech Transcripts Without Sentence Boundaries. TSD 2018: 379-387 - [c147]Golnoosh Farnadi, Jie Tang, Martine De Cock, Marie-Francine Moens:
User Profiling through Deep Multimodal Fusion. WSDM 2018: 171-179 - [c146]Katrien Laenen, Susana Zoghbi, Marie-Francine Moens:
Web Search of Fashion Items with Multimodal Querying. WSDM 2018: 342-350 - [c145]Elias Moons, Tinne Tuytelaars, Marie-Francine Moens:
Text-Enriched Representations for News Image Classification. WWW (Companion Volume) 2018: 99-100 - [c144]Marie-Francine Moens, Gareth J. F. Jones, Saptarshi Ghosh, Debasis Ganguly, Tanmoy Chakraborty, Kripabandhu Ghosh:
WWW'18 Workshop on Exploitation of Social Media for Emergency Relief and Preparedness: Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 1609-1611 - [i9]Graham Spinks, Marie-Francine Moens:
Generating Continuous Representations of Medical Texts. CoRR abs/1805.05691 (2018) - [i8]Guillem Collell, Marie-Francine Moens:
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? CoRR abs/1805.07616 (2018) - [i7]Artuur Leeuwenberg, Marie-Francine Moens:
Word-Level Loss Extensions for Neural Temporal Relation Classification. CoRR abs/1808.02374 (2018) - [i6]Artuur Leeuwenberg, Marie-Francine Moens:
Temporal Information Extraction by Predicting Relative Time-lines. CoRR abs/1808.09401 (2018) - 2017
- [j52]Golnoosh Farnadi, Stephen H. Bach, Marie-Francine Moens, Lise Getoor, Martine De Cock:
Soft quantification in statistical relational learning. Mach. Learn. 106(12): 1971-1991 (2017) - [j51]Aparna Nurani Venkitasubramanian, Tinne Tuytelaars, Marie-Francine Moens:
Entity linking across vision and language. Multim. Tools Appl. 76(21): 22599-22622 (2017) - [j50]Saptarshi Ghosh, Kripabandhu Ghosh, Debasis Ganguly, Tanmoy Chakraborty, Gareth J. F. Jones, Marie-Francine Moens:
ECIR 2017 Workshop on Exploitation of Social Media for Emergency Relief and Preparedness (SMERP 2017). SIGIR Forum 51(1): 36-41 (2017) - [j49]Jing Zhang, Jie Tang, Cong Ma, Hanghang Tong, Yu Jing, Juanzi Li, Walter Luyten, Marie-Francine Moens:
Fast and Flexible Top-k Similarity Search on Large Networks. ACM Trans. Inf. Syst. 36(2): 13:1-13:30 (2017) - [c143]Guillem Collell, Ted Zhang, Marie-Francine Moens:
Imagined Visual Representations as Multimodal Embeddings. AAAI 2017: 4378-4384 - [c142]Aparna Nurani Venkitasubramanian, Tinne Tuytelaars, Marie-Francine Moens:
Learning to Recognize Animals by Watching Documentaries: Using Subtitles as Weak Supervision. VL@EACL 2017: 21-30 - [c141]Parisa Kordjamshidi, Taher Rahgooy, Marie-Francine Moens, James Pustejovsky, Umar Manzoor, Kirk Roberts:
CLEF 2017: Multimodal Spatial Role Labeling Task Working Notes. CLEF (Working Notes) 2017 - [c140]Parisa Kordjamshidi, Taher Rahgooy, Marie-Francine Moens, James Pustejovsky, Umar Manzoor, Kirk Roberts:
CLEF 2017: Multimodal Spatial Role Labeling (mSpRL) Task Overview. CLEF 2017: 367-376 - [c139]Guillem Collell, Marie-Francine Moens:
Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language. COMMONSENSE 2017 - [c138]Geert Heyman, Ivan Vulic, Marie-Francine Moens:
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations. EACL (1) 2017: 1085-1095 - [c137]Artuur Leeuwenberg, Marie-Francine Moens:
Structured Learning for Temporal Relation Extraction from Clinical Records. EACL (1) 2017: 1150-1158 - [c136]Juan-Carlos Gomez, Stijn Hoskens, Marie-Francine Moens:
Evolutionary learning of meta-rules for text classification. GECCO (Companion) 2017: 131-132 - [c135]Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments. IJCNLP(1) 2017: 90-99 - [c134]Artuur Leeuwenberg, Marie-Francine Moens:
KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records. SemEval@ACL 2017: 1030-1034 - [e12]Saptarshi Ghosh, Kripabandhu Ghosh, Tanmoy Chakraborty, Debasis Ganguly, Gareth J. F. Jones, Marie-Francine Moens:
Proceedings of the First International Workshop on Exploitation of Social Media for Emergency Relief and Preparedness co-located with European Conference on Information Retrieval, SMERP@ECIR 2017, Aberdeen, UK, April 9, 2017. CEUR Workshop Proceedings 1832, CEUR-WS.org 2017 [contents] - [i5]Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments. CoRR abs/1704.02709 (2017) - [i4]Ted Zhang, Dengxin Dai, Tinne Tuytelaars, Marie-Francine Moens, Luc Van Gool:
Speech-Based Visual Question Answering. CoRR abs/1705.00464 (2017) - [i3]Guillem Collell, Luc Van Gool, Marie-Francine Moens:
Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates. CoRR abs/1711.06821 (2017) - 2016
- [j48]Geert Heyman, Ivan Vulic, Marie-Francine Moens:
C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content. Data Min. Knowl. Discov. 30(5): 1299-1323 (2016) - [j47]Susana Zoghbi, Ivan Vulic, Marie-Francine Moens:
Latent Dirichlet allocation for linking user-generated content and e-commerce data. Inf. Sci. 367-368: 573-599 (2016) - [j46]Ivan Vulic, Marie-Francine Moens:
Bilingual Distributed Word Representations from Document-Aligned Comparable Data. J. Artif. Intell. Res. 55: 953-994 (2016) - [j45]Huaiyu Wan, Marie-Francine Moens, Walter Luyten, Xuezhong Zhou, Qiaozhu Mei, Lu Liu, Jie Tang:
Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks. J. Am. Medical Informatics Assoc. 23(2): 356-365 (2016) - [j44]Aparna Nurani Venkitasubramanian, Tinne Tuytelaars, Marie-Francine Moens:
Wildlife recognition in nature documentaries with weak supervision from subtitles and external data. Pattern Recognit. Lett. 81: 63-70 (2016) - [j43]Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Jaana Kekäläinen, Paolo Rosso, Paul D. Clough, Gabriella Pasi, Christina Lioma, Stefano Mizzaro, Giorgio Maria Di Nunzio, Claudia Hauff, Omar Alonso, Pavel Serdyukov, Gianmaria Silvello:
Report on ECIR 2016: 38th European Conference on Information Retrieval. SIGIR Forum 50(1): 12-27 (2016) - [j42]Golnoosh Farnadi, Geetha Sitaraman, Shanu Sushmita, Fabio Celli, Michal Kosinski, David Stillwell, Sergio Davalos, Marie-Francine Moens, Martine De Cock:
Computational personality recognition in social media. User Model. User Adapt. Interact. 26(2-3): 109-142 (2016) - [c133]Ivan Vulic, Douwe Kiela, Stephen Clark, Marie-Francine Moens:
Multi-Modal Representations for Improved Bilingual Lexicon Learning. ACL (2) 2016 - [c132]Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training. COLING 2016: 1275-1284 - [c131]Guillem Collell, Marie-Francine Moens:
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations. COLING 2016: 2807-2817 - [c130]Marie-Francine Moens:
Argumentation Mining: How Can a Machine Acquire World and Common Sense Knowledge? COMMA 2016: 4 - [c129]Vincent Vandeghinste, Tom Vanallemeersch, Liesbeth Augustinus, Joris Pelemans, G. Heymans, Iulianna Van der Lek-Ciudin, Arda Tezcan, Donald Degraen, Jan Van den Bergh, Lieve Macken, Els Lefever, Marie-Francine Moens, Patrick Wambacq, Frieda Steurs, Karin Coninx, Frank Van Eynde:
SCATE - smart computer aided translation environment. EAMT (Projects/Products) 2016 - [c128]Niraj Shrestha, Marie-Francine Moens:
Semi-automatically Alignment of Predicates between Speech and OntoNotes data. LREC 2016 - [c127]Shurong Sheng, Luc Van Gool, Marie-Francine Moens:
A Dataset for Multimodal Question Answering in the Cultural Heritage Domain. LT4DH@COLING 2016: 10-17 - [c126]Marie-Francine Moens, Katerina Pastra, Kate Saenko, Tinne Tuytelaars:
Vision and Language Integration Meets Multimedia Fusion: Proceedings of ACM Multimedia 2016 Workshop. ACM Multimedia 2016: 1493 - [c125]Susana Zoghbi, Geert Heyman, Juan-Carlos Gomez, Marie-Francine Moens:
Cross-Modal Fashion Search. MMM (2) 2016: 367-373 - [c124]Artuur Leeuwenberg, Marie-Francine Moens:
KULeuven-LIIR at SemEval 2016 Task 12: Detecting Narrative Containment in Clinical Records. SemEval@NAACL-HLT 2016: 1280-1285 - [e11]Nicola Ferro, Fabio Crestani, Marie-Francine Moens, Josiane Mothe, Fabrizio Silvestri, Giorgio Maria Di Nunzio, Claudia Hauff, Gianmaria Silvello:
Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings. Lecture Notes in Computer Science 9626, Springer 2016, ISBN 978-3-319-30670-4 [contents] - [e10]Marie-Francine Moens, Katerina Pastra, Kate Saenko, Tinne Tuytelaars:
Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, iV&L-MM@MM 2016, Amsterdam, Netherlands, October 16, 2016. ACM 2016, ISBN 978-1-4503-4519-4 [contents] - [e9]Peggy Cellier, Thierry Charnois, Andreas Hotho, Stan Matwin, Marie-Francine Moens, Yannick Toussaint:
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, DMNLP 2016, co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2016, Riva del Garda, Italy, September 23, 2016. CEUR Workshop Proceedings 1646, CEUR-WS.org 2016 [contents] - [i2]Oswaldo Ludwig, Xiao Liu, Parisa Kordjamshidi, Marie-Francine Moens:
Deep Embedding for Spatial Role Labeling. CoRR abs/1603.08474 (2016) - 2015
- [j41]Parisa Kordjamshidi, Dan Roth, Marie-Francine Moens:
Structured learning for spatial information extraction from biomedical text: bacteria biotopes. BMC Bioinform. 16: 129:1-129:15 (2015) - [j40]Thomas Provoost, Marie-Francine Moens:
Semi-supervised Learning for the BioNLP Gene Regulation Network. BMC Bioinform. 16(S10): S4 (2015) - [j39]Wim De Mulder, Steven Bethard, Marie-Francine Moens:
A survey on the application of recurrent neural networks to statistical language modeling. Comput. Speech Lang. 30(1): 61-98 (2015) - [j38]Ivan Vulic, Wim De Smet, Jie Tang, Marie-Francine Moens:
Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications. Inf. Process. Manag. 51(1): 111-147 (2015) - [j37]Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources. IEEE ACM Trans. Audio Speech Lang. Process. 23(11): 1812-1823 (2015) - [j36]Parisa Kordjamshidi, Marie-Francine Moens:
Global machine learning for spatial ontology population. J. Web Semant. 30: 3-21 (2015) - [c123]Ivan Vulic, Marie-Francine Moens:
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction. ACL (2) 2015: 719-725 - [c122]Marie-Francine Moens:
Information Extraction from Biomedical Texts: Learning Models with Limited Supervision. Louhi@EMNLP 2015: 120 - [c121]Golnoosh Farnadi, Zeinab Mahdavifar, Ivan Keller, Jacob Nelson, Ankur Teredesai, Marie-Francine Moens, Martine De Cock:
Scalable adaptive label propagation in Grappa. IEEE BigData 2015: 1485-1491 - [c120]Wouter Massa, Parisa Kordjamshidi, Thomas Provoost, Marie-Francine Moens:
Machine Reading of Biological Texts - Bacteria-Biotope Extraction. BIOINFORMATICS 2015: 55-64 - [c119]Parisa Kordjamshidi, Wouter Massa, Thomas Provoost, Marie-Francine Moens:
Machine Reading for Extraction of Bacteria and Habitat Taxonomies. BIOSTEC (Selected Papers) 2015: 239-255 - [c118]Niraj Shrestha, Ivan Vulic, Marie-Francine Moens:
Semantic Role Labeling of Speech Transcripts. CICLing (2) 2015: 583-595 - [c117]Vincent Vandeghinste, Tom Vanallemeersch, Frank Van Eynde, Geert Heyman, Sien Moens, Joris Pelemans, Patrick Wambacq, Iulianna Van der Lek-Ciudin, Arda Tezcan, Lieve Macken, Véronique Hoste, Eva Geurts, Mieke Haesen:
Smart Computer Aided Translation Environment - SCATE. EAMT 2015 - [c116]Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Adapting Coreference Resolution for Narrative Processing. EMNLP 2015: 2262-2267 - [c115]Yagmur Gizem Cinar, Susana Zoghbi, Marie-Francine Moens:
Inferring User Interests on Social Media from Text and Images. ICDM Workshops 2015: 1342-1347 - [c114]Golnoosh Farnadi, Stephen H. Bach, Marjon Blondeel, Marie-Francine Moens, Lise Getoor, Martine De Cock:
Statistical Relational Learning with Soft Quantifiers. ILP 2015: 60-75 - [c113]Anca-Roxana Simon, Rémi Bois, Guillaume Gravier, Pascale Sébillot, Emmanuel Morin, Sien Moens:
Hierarchical Topic Models for Language-based Video Hyperlinking. SLAM@ACM Multimedia 2015: 31-34 - [c112]Mladen Karan, Goran Glavas, Jan Snajder, Bojana Dalbelo Basic, Ivan Vulic, Marie-Francine Moens:
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay. SemEval@NAACL-HLT 2015: 70-74 - [c111]James Pustejovsky, Parisa Kordjamshidi, Marie-Francine Moens, Aaron Levine, Seth Dworman, Zachary Yocum:
SemEval-2015 Task 8: SpaceEval. SemEval@NAACL-HLT 2015: 884-894 - [c110]Ivan Vulic, Marie-Francine Moens:
Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings. SIGIR 2015: 363-372 - [e8]Anja Belz, Luísa Coheur, Vittorio Ferrari, Marie-Francine Moens, Katerina Pastra, Ivan Vulic:
Proceedings of the Fourth Workshop on Vision and Language, VL@EMNLP 2015, Lisbon, Portugal, September 18, 2015. Association for Computational Linguistics 2015, ISBN 978-1-941643-32-7 [contents] - [e7]Peggy Cellier, Thierry Charnois, Andreas Hotho, Stan Matwin, Marie-Francine Moens, Yannick Toussaint:
Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, DMNLP 2015, co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, September 07, 2015. CEUR Workshop Proceedings 1410, CEUR-WS.org 2015 [contents] - [i1]Ivan Vulic, Marie-Francine Moens:
Bilingual Distributed Word Representations from Document-Aligned Comparable Data. CoRR abs/1509.07308 (2015) - 2014
- [j35]Juan-Carlos Gomez, Marie-Francine Moens:
Minimizer of the Reconstruction Error for multi-class document categorization. Expert Syst. Appl. 41(3): 861-868 (2014) - [j34]Gert-Jan Poulisse, Yorgos Patsis, Marie-Francine Moens:
Unsupervised scene detection and commentator building using multi-modal chains. Multim. Tools Appl. 70(1): 159-175 (2014) - [c109]Golnoosh Farnadi, Stephen H. Bach, Marie-Francine Moens, Lise Getoor, Martine De Cock:
Extending PSL with Fuzzy Quantifiers. StarAI@AAAI 2014 - [c108]Yang Yang, Walter Luyten, Lu Liu, Marie-Francine Moens, Jie Tang, Juanzi Li:
Forecasting Potential Diabetes Complications. AAAI 2014: 313-319 - [c107]Niraj Shrestha, Aparna Nurani Venkitasubramanian, Marie-Francine Moens:
Key Event Detection in Video using ASR and Visual Data. VL@COLING 2014: 46-53 - [c106]James Marquardt, Golnoosh Farnadi, Gayathri Vasudevan, Marie-Francine Moens, Sergio Davalos, Ankur Teredesai, Martine De Cock:
Age and Gender Identification in Social Media. CLEF (Working Notes) 2014: 1129-1136 - [c105]Ivan Vulic, Marie-Francine Moens:
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data. EMNLP 2014: 349-362 - [c104]Goran Glavas, Jan Snajder, Marie-Francine Moens, Parisa Kordjamshidi:
HiEve: A Corpus for Extracting Event Hierarchies from News Stories. LREC 2014: 3678-3683 - [c103]Anca-Roxana Simon, Guillaume Gravier, Pascale Sébillot, Marie-Francine Moens:
IRISA and KUL at MediaEval 2014: Search and Hyperlinking Task. MediaEval 2014 - [c102]Oleksandr Kolomiyets, Marie-Francine Moens:
Towards Animated Visualization of Actors and Actions in a Learning Environment. MIS4TEL 2014: 197-205 - [c101]Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Text Mining for Open Domain Semi-Supervised Semantic Role Labeling. DMNLP@PKDD/ECML 2014: 33-48 - [c100]Ivan Vulic, Susana Zoghbi, Marie-Francine Moens:
Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data. SIGIR 2014: 1195-1198 - [c99]Golnoosh Farnadi, Geetha Sitaraman, Mehrdad Rohani, Michal Kosinski, David Stillwell, Marie-Francine Moens, Sergio Davalos, Martine De Cock:
How are you doing? Emotions and Personality in Facebook. UMAP Workshops 2014 - [c98]Marie-Francine Moens, Ivan Vulic:
Multilingual probabilistic topic modeling and its applications in web mining and search. WSDM 2014: 681-682 - [p5]Marie-Francine Moens, Juan-Zi Li:
Mining User Generated Content and Its Applications. Mining User Generated Content 2014: 3-17 - [p4]Marie-Francine Moens, Juan-Zi Li:
Conclusions and a Road Map for Future Developments. Mining User Generated Content 2014: 319-328 - [p3]Juan-Carlos Gomez, Marie-Francine Moens:
A Survey of Automated Hierarchical Classification of Patents. Professional Search in the Modern World 2014: 215-249 - [e6]Marie-Francine Moens, Juanzi Li, Tat-Seng Chua:
Mining User Generated Content. Chapman and Hall/CRC 2014, ISBN 978-1-4665-5740-6 [contents] - [e5]Anja Belz, Darren Cosker, Frank Keller, William Smith, Kalina Bontcheva, Sien Moens, Alan F. Smeaton:
Proceedings of the Third Workshop on Vision and Language, VL@COLING 2014, Dublin, Ireland, August 23, 2014. Dublin City University and the Association for Computational Linguistics 2014 [contents] - [e4]Marie-Francine Moens, Christian Viard-Gaudin, Haïfa Zargayouna, Oriol Ramos Terrades:
CORIA 2014 - Conférence en Recherche d'Infomations et Applications- 11th French Information Retrieval Conference. CIFED 2014 Colloque International Francophone sur l'Ecrit et le Document, Nancy, France, March 19-23, 2014. ARIA-GRCE 2014 [contents] - [e3]Peggy Cellier, Thierry Charnois, Andreas Hotho, Stan Matwin, Marie-Francine Moens, Yannick Toussaint:
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September 15, 2014. CEUR Workshop Proceedings 1202, CEUR-WS.org 2014 [contents] - 2013
- [j33]Wim De Smet, Marie-Francine Moens:
Representations for multi-document event clustering. Data Min. Knowl. Discov. 26(3): 533-558 (2013) - [j32]Ivan Vulic, Wim De Smet, Marie-Francine Moens:
Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora. Inf. Retr. 16(3): 331-368 (2013) - [j31]Phi The Pham, Koen Deschacht, Tinne Tuytelaars, Marie-Francine Moens:
Naming persons in video: Using the weak supervision of textual stories. J. Vis. Commun. Image Represent. 24(7): 944-955 (2013) - [j30]Mieke Haesen, Jan Meskens, Kris Luyten, Karin Coninx, Jan Hendrik Becker, Tinne Tuytelaars, Gert-Jan Poulisse, Phi The Pham, Marie-Francine Moens:
Finding a needle in a haystack: an interactive video archive explorer for professional video searchers. Multim. Tools Appl. 63(2): 331-356 (2013) - [c97]Vanessa Echeverría, Juan-Carlos Gomez, Marie-Francine Moens:
Automatic Labeling of Forums Using Bloom's Taxonomy. ADMA (1) 2013: 517-528 - [c96]Thomas Provoost, Marie-Francine Moens:
Detecting Relations in the Gene Regulation Network. BioNLP@ACL (Shared Task) 2013: 135-138 - [c95]Susana Zoghbi, Ivan Vulic, Marie-Francine Moens:
I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops. DUBMOD@CIKM 2013: 9-12 - [c94]Susana Zoghbi, Ivan Vulic, Marie-Francine Moens:
Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops. UnstructureNLP@CIKM 2013: 45-52 - [c93]Aparna Nurani Venkitasubramanian, Marie-Francine Moens:
Selection of Search Facets. CORIA 2013: 73-84 - [c92]Aparna Venkat, Marie-Francine Moens:
Summarization and Expansion of Search Facets. DIR 2013: 50-51 - [c91]Ivan Vulic, Marie-Francine Moens:
A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models. ECIR 2013: 98-109 - [c90]Marie-Francine Moens, Ivan Vulic:
Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval. ECIR 2013: 874-877 - [c89]Ivan Vulic, Marie-Francine Moens:
A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else). EMNLP 2013: 1613-1624 - [c88]Marie-Francine Moens:
Argumentation Mining: Where are we now, where do we want to be and how do we get there? FIRE 2013: 2:1-2:6 - [c87]Niraj Shrestha, Ivan Vulic, Marie-Francine Moens:
An IR-Inspired Approach to Recovering Named Entity Tags in Broadcast News. IRFC 2013: 45-57 - [c86]Thibaut Dusart, Aparna Nurani Venkitasubramanian, Marie-Francine Moens:
Cross-modal alignment for wildlife recognition. MAED@ACM Multimedia 2013: 9-14 - [c85]Ivan Vulic, Marie-Francine Moens:
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses. HLT-NAACL 2013: 106-116 - [c84]Aparna Nurani Venkitasubramanian, Marie-Francine Moens:
Estimating the breadth of search queries. OAIR 2013: 109-112 - [c83]Oleksandr Kolomiyets, Marie-Francine Moens:
KUL: Data-driven Approach to Temporal Parsing of Newswire Articles. SemEval@NAACL-HLT 2013: 83-87 - [c82]Oleksandr Kolomiyets, Parisa Kordjamshidi, Marie-Francine Moens, Steven Bethard:
SemEval-2013 Task 3: Spatial Role Labeling. SemEval@NAACL-HLT 2013: 255-262 - [p2]Piek Vossen, Isa Maks, Roxane Segers, Hennie van der Vliet, Marie-Francine Moens, Katja Hofmann, Erik Tjong Kim Sang, Maarten de Rijke:
Cornetto: A Combinatorial Lexical Semantic Database for Dutch. Essential Speech and Language Technology for Dutch 2013: 165-184 - [p1]Jan De Belder, Daniël de Kok, Gertjan van Noord, Fabrice Nauze, Leonoor van der Beek, Marie-Francine Moens:
Question Answering of InformativeWeb Pages: How Summarisation Technology Helps. Essential Speech and Language Technology for Dutch 2013: 339-357 - 2012
- [j29]Juan-Carlos Gomez, Marie-Francine Moens:
PCA document reconstruction for email classification. Comput. Stat. Data Anal. 56(3): 741-751 (2012) - [j28]Koen Deschacht, Jan De Belder, Marie-Francine Moens:
The latent words language model. Comput. Speech Lang. 26(5): 384-409 (2012) - [j27]Juan-Carlos Gomez, Erik Boiy, Marie-Francine Moens:
Highly discriminative statistical features for email classification. Knowl. Inf. Syst. 31(1): 23-53 (2012) - [c81]Oleksandr Kolomiyets, Steven Bethard, Marie-Francine Moens:
Extracting Narrative Timelines as Temporal Dependency Structures. ACL (1) 2012: 88-97 - [c80]Li Quan, Oleksandr Kolomiyets, Marie-Francine Moens:
KU Leuven at HOO-2012: A Hybrid Approach to Detection and Correction of Determiner and Preposition Errors in Non-native English Text. BEA@NAACL-HLT 2012: 263-271 - [c79]Jan De Belder, Marie-Francine Moens:
A Dataset for the Evaluation of Lexical Simplification. CICLing (2) 2012: 426-437 - [c78]Karl Gyllstrom, Carsten Eickhoff, Arjen P. de Vries, Marie-Francine Moens:
The downside of markup: examining the harmful effects of CSS and javascript on indexing today's web. CIKM 2012: 1990-1994 - [c77]Jan De Belder, Marie-Francine Moens:
Coreference Clustering using Column Generation. COLING (Posters) 2012: 245-254 - [c76]Ivan Vulic, Marie-Francine Moens:
Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction. COLING 2012: 2721-2738 - [c75]Huan Xia, Juanzi Li, Jie Tang, Marie-Francine Moens:
Plink-LDA: Using Link as Prior Information in Topic Modeling. DASFAA (1) 2012: 213-227 - [c74]Bram Jans, Steven Bethard, Ivan Vulic, Marie-Francine Moens:
Skip N-grams and Ranking Functions for Predicting Script Events. EACL 2012: 336-344 - [c73]Ivan Vulic, Marie-Francine Moens:
Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge. EACL 2012: 449-459 - [c72]Leif Azzopardi, Douglas Dowie, Sergio Duarte Torres, Carsten Eickhoff, Richard Glassey, Karl Gyllstrom, Djoerd Hiemstra, Franciska de Jong, Frea Kruisinga, Kelly Ann Marshall, Sien Moens, Tamara Polajnar, Frans van der Sluis, Arjen P. de Vries:
EmSe: Supporting Children's Information Needs within a Hospital Environment. ECIR 2012: 578-580 - [c71]Karl Gyllstrom, Marie-Francine Moens:
Surfin' Wikipedia: an analysis of the Wikipedia (non-random) surfer's behavior from aggregate access data. IIiX 2012: 155-163 - [c70]Carsten Eickhoff, Leif Azzopardi, Djoerd Hiemstra, Franciska de Jong, Arjen P. de Vries, Douglas Dowie, Sergio Duarte Torres, Richard Glassey, Karl Gyllstrom, Frea Kruisinga, Kelly Ann Marshall, Sien Moens, Tamara Polajnar, Frans van der Sluis:
EmSe: initial evaluation of a child-friendly medical search system. IIiX 2012: 282-285 - [c69]Juan-Carlos Gomez, Marie-Francine Moens:
Hierarchical Classification of Web Documents by Stratified Discriminant Analysis. IRFC 2012: 94-108 - [c68]Juan-Carlos Gomez, Marie-Francine Moens:
Multilayered Class Discrimination in Large-Scale Taxonomies. KES 2012: 615-625 - [c67]Steven Bethard, Oleksandr Kolomiyets, Marie-Francine Moens:
Annotating Story Timelines as Temporal Dependency Structures. LREC 2012: 2721-2726 - [c66]Juan-Carlos Gomez, Marie-Francine Moens:
Document Categorization Based on Minimum Loss of Reconstruction Information. MICAI (2) 2012: 91-103 - [c65]Parisa Kordjamshidi, Steven Bethard, Marie-Francine Moens:
SemEval-2012 Task 3: Spatial Role Labeling. SemEval@NAACL-HLT 2012: 365-373 - 2011
- [j26]Raquel Mochales Palau, Marie-Francine Moens:
Argumentation mining. Artif. Intell. Law 19(1): 1-22 (2011) - [j25]Phi The Pham, Tinne Tuytelaars, Marie-Francine Moens:
Naming People in News Videos with Label Propagation. IEEE Multim. 18(3): 44-55 (2011) - [j24]Marie-Francine Moens, Patrick Saint-Dizier:
Introduction to the special issue on question answering. Inf. Process. Manag. 47(6): 805-807 (2011) - [j23]Patrick Saint-Dizier, Marie-Francine Moens:
Knowledge and reasoning for question answering: Research perspectives. Inf. Process. Manag. 47(6): 899-906 (2011) - [j22]Oleksandr Kolomiyets, Marie-Francine Moens:
A survey on question answering technology from an information retrieval perspective. Inf. Sci. 181(24): 5412-5434 (2011) - [j21]Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens:
Spatial role labeling: Towards extraction of spatial relations from natural language. ACM Trans. Speech Lang. Process. 8(3): 4:1-4:36 (2011) - [c64]Oleksandr Kolomiyets, Steven Bethard, Marie-Francine Moens:
Model-Portability Experiments for Textual Temporal Analysis. ACL (2) 2011: 271-276 - [c63]Ivan Vulic, Wim De Smet, Marie-Francine Moens:
Identifying Word Translations from Comparable Corpora Using Latent Topic Models. ACL (2) 2011: 479-484 - [c62]Ivan Vulic, Wim De Smet, Marie-Francine Moens:
Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpus. AIRS 2011: 37-48 - [c61]Gert-Jan Poulisse, Marie-Francine Moens:
Unsupervised scene detection in Olympic video using multi-modal chains. CBMI 2011: 103-108 - [c60]Karl Gyllstrom, Marie-Francine Moens:
Examining the "leftness" property of Wikipedia categories. CIKM 2011: 2309-2312 - [c59]Karl Gyllstrom, Marie-Francine Moens:
Clash of the Typings - Finding Controversies and Children's Topics Within Queries. ECIR 2011: 80-91 - [c58]Parisa Kordjamshidi, Paolo Frasconi, Martijn van Otterlo, Marie-Francine Moens, Luc De Raedt:
Relational Learning for Spatial Relation Extraction from Natural Language. ILP 2011: 204-220 - [c57]Wim De Smet, Jie Tang, Marie-Francine Moens:
Knowledge Transfer across Multilingual Corpora via Latent Topics. PAKDD (1) 2011: 549-560 - 2010
- [j20]André Bergholz, Jan De Beer, Sebastian Glahn, Marie-Francine Moens, Gerhard Paaß, Siehyun Strobel:
New filtering approaches for phishing email. J. Comput. Secur. 18(1): 7-35 (2010) - [j19]Gert-Jan Poulisse, Marie-Francine Moens, Tomas Dekens, Koen Deschacht:
News story segmentation in multiple modalities. Multim. Tools Appl. 48(1): 3-22 (2010) - [j18]Marie-Francine Moens, Jan De Beer, Erik Boiy, Juan-Carlos Gomez:
Identifying and Resolving Hidden Text Salting. IEEE Trans. Inf. Forensics Secur. 5(4): 837-847 (2010) - [j17]Phi The Pham, Marie-Francine Moens, Tinne Tuytelaars:
Cross-Media Alignment of Names and Faces. IEEE Trans. Multim. 12(1): 13-27 (2010) - [c56]Chris Engels, Koen Deschacht, Jan Hendrik Becker, Tinne Tuytelaars, Sien Moens, Luc Van Gool:
Automatic annotation of unique locations from video and text. BMVC 2010: 1-11 - [c55]Jan De Belder, Marie-Francine Moens:
Integer Linear Programming for Dutch Sentence Compression. CICLing 2010: 711-723 - [c54]Karl Gyllstrom, Marie-Francine Moens:
Wisdom of the ages: toward delivering the children's web with the link-based agerank algorithm. CIKM 2010: 159-168 - [c53]Phi The Pham, Marie-Francine Moens, Tinne Tuytelaars:
Naming persons in news video with label propagation. ICME 2010: 1528-1533 - [c52]Juan-Carlos Gomez, Marie-Francine Moens:
Using Biased Discriminant Analysis for Email Filtering. KES (1) 2010: 566-575 - [c51]Parisa Kordjamshidi, Martijn van Otterlo, Marie-Francine Moens:
Spatial Role Labeling: Task Definition and Annotation Scheme. LREC 2010 - [c50]Adam Z. Wyner, Raquel Mochales Palau, Marie-Francine Moens, David Milward:
Approaches to Text Mining Arguments from Legal Cases. Semantic Processing of Legal Texts 2010: 60-79 - [c49]Phi The Pham, Marie-Francine Moens, Tinne Tuytelaars:
Weakly supervised person naming in news video. RIAO 2010: 122-123 - [c48]Oleksandr Kolomiyets, Marie-Francine Moens:
KUL: Recognition and Normalization of Temporal Expressions. SemEval@ACL 2010: 325-328 - [c47]Karl Gyllstrom, Marie-Francine Moens:
A picture is worth a thousand search results: finding child-oriented multimedia results with collAge. SIGIR 2010: 731-732 - [c46]Marie-Francine Moens:
Linking content in unstructured sources. WWW 2010: 1357-1358
2000 – 2009
- 2009
- [j16]Erik Boiy, Marie-Francine Moens:
A machine learning approach to sentiment analysis in multilingual Web texts. Inf. Retr. 12(5): 526-558 (2009) - [c45]Gert-Jan Poulisse, Marie-Francine Moens, Tomas Dekens:
News Story Segmentation in Multiple Modalities. CBMI 2009: 25-32 - [c44]Wim De Smet, Marie-Francine Moens:
Cross-language linking of news stories on the web using interlingual topic modelling. CIKM-SWSM 2009: 57-64 - [c43]Marie-Francine Moens:
Mining Opinions in Blogs, The Good, the Bad and the Ugly. CORIA 2009: 2 - [c42]Marie-Francine Moens, Djoerd Hiemstra:
Information Extraction and Linking in a Retrieval Context. ECIR 2009: 810-813 - [c41]Koen Deschacht, Marie-Francine Moens:
Semi-supervised Semantic Role Labeling Using the Latent Words Language Model. EMNLP 2009: 21-29 - [c40]Oleksandr Kolomiyets, Marie-Francine Moens:
Machine Learning Approaches for Temporal Information Extraction: A comparative study. GI Jahrestagung 2009: 3150-3161 - [c39]Raquel Mochales Palau, Marie-Francine Moens:
Argumentation mining: the detection, classification and structure of arguments in text. ICAIL 2009: 98-107 - [c38]Raquel Mochales Palau, Marie-Francine Moens:
Automatic Argumentation Detection and its Role in Law and the Semantic Web. Law, Ontologies and the Semantic Web 2009: 115-129 - [c37]Christina Lioma, Roi Blanco, Raquel Mochales Palau, Marie-Francine Moens:
A Belief Model of Query Difficulty That Uses Subjective Logic. ICTIR 2009: 92-103 - [c36]Christina Lioma, Roi Blanco, Marie-Francine Moens:
A Logical Inference Approach to Query Expansion with Social Tags. ICTIR 2009: 358-361 - [c35]Gert-Jan Poulisse, Marie-Francine Moens:
Multimodal News Story Segmentation. IHCI 2009: 95-101 - [c34]Oleksandr Kolomiyets, Marie-Francine Moens:
Comparing Two Approaches for the Recognition of Temporal Expressions. KI 2009: 225-232 - [c33]Oleksandr Kolomiyets, Marie-Francine Moens:
Meeting TempEval-2: Shallow Approach for Temporal Tagger. SEW@NAACL-HLT 2009: 52-57 - [e2]Hsinchun Chen, Marc Dacier, Marie-Francine Moens, Gerhard Paass, Christopher C. Yang:
Proceedings of the ACM SIGKDD Workshop on CyberSecurity and Intelligence Informatics, Paris, France, June 28, 2009. ACM 2009, ISBN 978-1-60558-669-4 [contents] - 2008
- [j15]Marie-Francine Moens:
Using patterns of thematic progression for building a table of contents of a text. Nat. Lang. Eng. 14(2): 145-172 (2008) - [c32]André Bergholz, Gerhard Paass, Frank Reichartz, Siehyun Strobel, Marie-Francine Moens, Brian Witten:
Detecting Known and New Salting Tricks in Unwanted Emails. CEAS 2008 - [c31]Erik Boiy, Koen Deschacht, Marie-Francine Moens:
Learning Visual Entities and Their Visual Attributes from Text Corpora. DEXA Workshops 2008: 48-53 - [c30]Koen Deschacht, Marie-Francine Moens:
Finding the Best Picture: Cross-Media Retrieval of Content. ECIR 2008: 539-546 - [c29]Jure Mijic, Marie-Francine Moens, Bojana Dalbelo Basic:
CADIAL Search Engine at INEX. INEX 2008: 71-78 - [c28]Raquel Mochales Palau, Marie-Francine Moens:
Study on the Structure of Argumentation in Case Law. JURIX 2008: 11-20 - [c27]Artur Silic, Marie-Francine Moens, Lovro Zmak, Bojana Dalbelo Basic:
Comparing Document Classification Schemes Using K-Means Clustering. KES (1) 2008: 615-624 - [c26]Chris Reed, Raquel Mochales Palau, Glenn Rowe, Marie-Francine Moens:
Language Resources for Studying Argument. LREC 2008 - [c25]Christina Lioma, Marie-Francine Moens, Juan-Carlos Gomez, Jan De Beer, André Bergholz, Gerhard Paass, Patrick Horkan:
Anticipating Hidden Text Salting in Emails. RAID 2008: 396-397 - 2007
- [j14]Marie-Francine Moens:
Information Extraction: The Power of Words and Pictures. J. Comput. Inf. Technol. 15(4): 295-303 (2007) - [j13]Marie-Francine Moens:
Summarizing court decisions. Inf. Process. Manag. 43(6): 1748-1764 (2007) - [j12]Marie-Francine Moens, Tinne Tuytelaars, Arjen P. de Vries:
7th Dutch-Belgian Information Retrieval Workshop March 28--29, 2007 Katholieke Universiteit Leuven, Belgium. SIGIR Forum 41(2): 121-122 (2007) - [c24]Koen Deschacht, Marie-Francine Moens:
Text Analysis for Automatic Image Annotation. ACL 2007 - [c23]Wim De Smet, Marie-Francine Moens:
Generating a Topic Hierarchy from Dialect Texts. DEXA Workshops 2007: 249-253 - [c22]Roxana Angheluta, Marie-Francine Moens:
Cross-Document Entity Tracking. ECIR 2007: 670-673 - [c21]Erik Boiy, Pieter Hens, Koen Deschacht, Marie-Francine Moens:
Automatic Sentiment Analysis in On-line Text. ELPUB 2007: 349-360 - [c20]Marie-Francine Moens, Erik Boiy, Raquel Mochales Palau, Chris Reed:
Automatic detection of arguments in legal texts. ICAIL 2007: 225-230 - [c19]Wim De Smet, Marie-Francine Moens:
Extraction of Folksonomies from Noisy Texts. ICWSM 2007 - [c18]Raquel Mochales Palau, Marie-Francine Moens:
Study on Sentence Relations in the Automatic Detection of Argumentation in Legal Cases. JURIX 2007: 89-98 - [c17]Koen Deschacht, Marie-Francine Moens, Wouter Robeyns:
Cross-Media Entity Recognition in Nearly Parallel Visual and Textual Documents. RIAO 2007: 133-144 - 2006
- [b2]Marie-Francine Moens:
Information Extraction: Algorithms and Prospects in a Retrieval Context. The Information Retrieval Series 21, Springer 2006, ISBN 978-1-4020-4987-3 - [c16]Koen Deschacht, Marie-Francine Moens:
Efficient Hierarchical Entity Classifier Using Conditional Random Fields. OntologyLearning@COLING/ACL 2006: 33-40 - [c15]Jan De Beer, Nishant Kumar, Marie-Francine Moens, Jan Vanthienen:
Assessing the State of the Art of Commercial Tools for Unstructured Information Exploitation. BIS 2006: 315-328 - [c14]Nishant Kumar, Jan Vanthienen, Jan De Beer, Marie-Francine Moens:
Multi-Criteria Evaluation of Information Retrieval Tools. ICEIS (2) 2006: 150-155 - [c13]Nishant Kumar, Jan De Beer, Jan Vanthienen, Marie-Francine Moens:
Intelligent Information Retrieval Tools for Police. ISI 2006: 664-665 - [c12]Nishant Kumar, Jan De Beer, Jan Vanthienen, Marie-Francine Moens:
Evaluation of Information Retrieval and Text Mining Tools on Automatic Named Entity Extraction. ISI 2006: 666-667 - [c11]Jan De Beer, Marie-Francine Moens:
Rpref: a generalization of Bpref towards graded relevance judgments. SIGIR 2006: 637-638 - 2005
- [j11]Marie-Francine Moens, Roxana Angheluta, Jos Dumortier:
Generic technologies for single- and multi-document summarization. Inf. Process. Manag. 41(3): 569-586 (2005) - [j10]Maria Biryukov, Roxana Angheluta, Marie-Francine Moens:
Multidocument Question Answering Text Summarization Using Topic Signatures. J. Digit. Inf. Manag. 3(1): 27-33 (2005) - [c10]Marie-Francine Moens:
Combining Structured and Unstructured Information in a Retrieval Model for Accessing Legislation. ELPUB 2005 - [c9]Marie-Francine Moens:
Combining Structured and Unstructured Information in a Retrieval Model for Accessing Legislation. ICAIL 2005: 141-144 - [e1]Marie-Francine Moens, Peter Spyns:
Legal Knowledge and Information Systems - JURIX 2005: The Eighteenth Annual Conference on Legal Knowledge and Information Systems, Brussels, Belgium, 8-10 December 2005. Frontiers in Artificial Intelligence and Applications 134, IOS Press 2005, ISBN 978-1-58603-576-1 [contents] - 2004
- [c8]Marie-Francine Moens, Roxana Angheluta, Rik De Busser, Patrick Jeuniaux:
Summarizing Texts at Various Levels of Detail. RIAO 2004: 597-609 - 2003
- [c7]Marie-Francine Moens:
An Evaluation Forum for Legal IR System? Evaluation of Legal Reasoning and Problem-Solving Systems 2003: 18-22 - [c6]Marie-Francine Moens, Roxana Angheluta:
Concept Extraction from Legal Cases: The Use of a Statistic of Coincidence. ICAIL 2003: 142-146 - 2002
- [b1]Marie-Francine Moens:
Automatic Indexing and Abstracting of Document Texts. The Kluwer International Series on Information Retrieval 6, Kluwer 2002, ISBN 978-0-7923-7793-1 - [j9]Marie-Francine Moens, Maarten Logghe, Jos Dumortier:
Legislative Databases: Current Problems and Possible Solutions. Int. J. Law Inf. Technol. 10(1): 1-22 (2002) - [j8]Marie-Francine Moens, Rik De Busser:
First steps in building a model for the retrieval of court decisions. Int. J. Hum. Comput. Stud. 57(5): 429-446 (2002) - [c5]Rik De Busser, Roxana Angheluta, Marie-Francine Moens:
Semantic Case Role Detection for Information Extraction. COLING 2002 - 2001
- [j7]Marie-Francine Moens:
Innovative techniques for legal text retrieval. Artif. Intell. Law 9(1): 29-57 (2001) - [c4]Marie-Francine Moens, Rik De Busser:
Generic Topic Segmentation of Document Texts. SIGIR 2001: 418-419 - 2000
- [j6]Marie-Francine Moens, Jos Dumortier:
Text categorization: the assignment of subject descriptors to magazine articles. Inf. Process. Manag. 36(6): 841-861 (2000) - [j5]Marie-Francine Moens, Jos Dumortier:
Use of a text grammar for generating highlight abstracts of magazine articles. J. Documentation 56(5): 520-539 (2000) - [c3]Maarten Logghe, Kris van de Kerchove, Marie-Francine Moens:
Automatic Version Management of Legislation: The Agora-Lex Project. DEXA Workshop 2000: 1051-1055
1990 – 1999
- 1999
- [j4]Marie-Francine Moens, Caroline Uyttendaele, Jos Dumortier:
Information extraction from legal texts: the potential of discourse analysis. Int. J. Hum. Comput. Stud. 51(6): 1155-1171 (1999) - [j3]Marie-Francine Moens, Caroline Uyttendaele, Jos Dumortier:
Abstracting of Legal Cases: The Potential of Clustering Based on the Selection of Representative Objects. J. Am. Soc. Inf. Sci. 50(2): 151-161 (1999) - 1998
- [j2]Caroline Uyttendaele, Marie-Francine Moens, Jos Dumortier:
Salomon: Automatic Abstracting of Legal Cases for Effective Access to Court Decisions. Artif. Intell. Law 6(1): 59-79 (1998) - [c2]Marie-Francine Moens, Jos Dumortier:
Automatic Abstracting of Magazine Articles: The Creation of 'Highlight' Abstracts. SIGIR 1998: 359-360 - 1997
- [j1]Marie-Francine Moens, Caroline Uyttendaele:
Automatic text structuring and categorization as a first step in summarizing legal cases. Inf. Process. Manag. 33(6): 727-737 (1997) - [c1]Marie-Francine Moens, Caroline Uyttendaele, Jos Dumortier:
Abstracting of Legal Cases: The SALOMON Experience. ICAIL 1997: 114-122
Coauthor Index
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