Giannis Bekoulis

Joint entity recognition and relation extraction as a multi-head selection problem

Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al. · Expert Systems with Applications · 2018 · 441 citations · Full text

Natural Language Processing, Engineering, Information Retrieval +15

Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization

Tien Huu, Duc Minh Nguyen, Giannis Bekoulis et al. · Expert Systems with Applications · 2021 · 41 citations · Full text

Graph Neural Network, Graph Representation Learning, Machine Learning +11

An attentive neural architecture for joint segmentation and parsing and its application to real estate ads

Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al. · Expert Systems with Applications · 2018 · 30 citations · Full text

Image Analysis, Machine Learning, Engineering +5

Context-Aware Deep Markov Random Fields for Fake News Detection

Tien Huu, Marc Berneman, Jasabanta Patro et al. · IEEE Access · 2021 · 28 citations · Full text

Natural Language Processing, Fake News, Social Context +14

Sub-event detection from twitter streams as a sequence labeling problem

Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al. · 2019 · 22 citations · Full text

Engineering, Social Medium Monitoring, Event Correlation +23