385 citations · 457 across the 6 of their papers we have counts for
7 papers
Filling in the Gaps: Efficient Event Coreference Resolution using Graph Autoencoder Networks
Loic De Langhe, Orphée De Clercq, Veronique Hoste
We introduce a novel and efficient method for Event Coreference Resolution (ECR) applied to a lower-resourced language domain. By framing ECR as a graph reconstruction task, we are…
Nearest neighbour approaches for Emotion Detection in Tweets
Olha Kaminska, Chris Cornelis, Veronique Hoste
Emotion detection is an important task that can be applied to social media data to discover new knowledge. While the use of deep learning methods for this task has been prevalent,…
Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets
Olha Kaminska, Chris Cornelis, Veronique Hoste
Social media are an essential source of meaningful data that can be used in different tasks such as sentiment analysis and emotion recognition. Mostly, these tasks are solved with…
A Million Tweets Are Worth a Few Points: Tuning Transformers for Customer Service Tasks
Amir Hadifar, Sofie Labat, Véronique Hoste +2
In online domain-specific customer service applications, many companies struggle to deploy advanced NLP models successfully, due to the limited availability of and noise in their d…
Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity
Chris Emmery, Ben Verhoeven, Guy De Pauw +6
The detection of online cyberbullying has seen an increase in societal importance, popularity in research, and available open data. Nevertheless, while computational power and affo…
Automatic Detection of Cyberbullying in Social Media Text
Cynthia Van Hee, Gilles Jacobs, Chris Emmery +6
While social media offer great communication opportunities, they also increase the vulnerability of young people to threatening situations online. Recent studies report that cyberb…