Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, and Semantic Web and Ontologies.
Instruction-guided path planning with 3D semantic maps for vision-language navigation
Natural language processing‐based classification of early Alzheimer's disease from connected speech
Multimodal Distillation for Egocentric Action Recognition
Advances in Information Retrieval
Advances in Information Retrieval
Online Continual Learning from Imbalanced Data
Lirias (KU Leuven) 2020cited by 53position: last
A Comparison of Deep Learning Methods for ICD Coding of Clinical Records
Towards Extracting Absolute Event Timelines From English Clinical Reports
Transfer Learning for Named Entity Recognition in Financial and Biomedical Documents
User Profiling through Deep Multimodal Fusion
Temporal Information Extraction by Predicting Relative Time-lines
Imagined Visual Representations as Multimodal Embeddings
Structured Learning for Temporal Relation Extraction from Clinical Records
Argumentation mining: How can a machine acquire common sense and world knowledge?
Bilingual Distributed Word Representations from Document-Aligned Comparable Data
Latent Dirichlet allocation for linking user-generated content and e-commerce data
Is an image worth more than a thousand words? On the fine-grain semantic differences between visual and linguistic representations
International Conference on Computational Linguistics 2016cited by 38position: last
Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction
Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks
Domain Adaptation in Semantic Role Labeling Using a Neural Language Model and Linguistic Resources
A survey on the application of recurrent neural networks to statistical language modeling
Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications
Age and gender identification in social media
Ghent University Academic Bibliography (Ghent University) 2014cited by 54position: middle
HiEve: A Corpus for Extracting Event Hierarchies from News Stories
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses
Lirias (KU Leuven) 2013cited by 47position: last
A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)
Skip N-grams and Ranking Functions for Predicting Script Events
Lirias (KU Leuven) 2012cited by 108position: last
Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora
Extracting Narrative Timelines as Temporal Dependency Structures
Lirias (KU Leuven) 2012cited by 48position: last