Publications

2020

C. Emmery, Verhoeven, B., De Pauw, G., Jacobs, G., Van Hee, C., Lefever, E., Desmet, B., Hoste, V., and Daelemans, W., “Current limitations in cyberbullying detection: On evaluation criteria, reproducibility, and data scarcity”, Language Resources and Evaluation, p. 37, 2020.
G. Jacobs, Van Hee, C., and Hoste, V., “Automatic classification of participant roles in cyberbullying: Can we detect victims, bullies, and bystanders in social media text?”, Natural Language Engineering, p. 26, 2020.

2019

N. Bauwelinck, Jacobs, G., Hoste, V., and Lefever, E., “LT3 at SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter (hatEval)”, in Proceedings of the 13th International Workshop on Semantic Evaluation, Minneapolis, Minnesota, USA, 2019.

2018

B. Desmet and Hoste, V., “Online suicide prevention through optimised text classification”, INFORMATION SCIENCES, vol. 439, pp. 61–78, 2018.
C. Van Hee, Jacobs, G., Emmery, C., Desmet, B., Lefever, E., Verhoeven, B., De Pauw, G., Daelemans, W., and Hoste, V., “Automatic Detection of Cyberbullying in Social Media Text”, Plos One, vol. 13, p. 22, 2018.

2016

J. van de Loo, “Machine learning approaches to modeling language use of individuals and demographic groups: applications in societally relevant natural language processing”, University of Antwerp, Antwerp, Belgium, 2016.
S. Schulz, De Pauw, G., De Clercq, O., Desmet, B., Hoste, V., Daelemans, W., and Macken, L., “Multi-Modular Text Normalization of Dutch User-Generated Content”, ACM Transactions on Intelligent Systems and Technology, vol. 7, no. 4, pp. 61:1-61:22, 2016.
J. van de Loo, De Pauw, G., and Daelemans, W., “Text-Based Age and Gender Prediction for Online Safety Monitoring”, The International Journal of Cyber-Security and Digital Forensics, vol. 5, no. 1, pp. 46-60, 2016.
B. Verhoeven, Daelemans, W., and Plank, B., “TwiSty: a multilingual Twitter Stylometry corpus for gender and personality profiling”, in Proceedings of the 10th Annual Conference on Language Resources and Evaluation (LREC 2016), 2016.
S. Tulkens, Emmery, C., and Daelemans, W., “ Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource”, in Proceedings of the 10th Annual Conference on Language Resources and Evaluation (LREC 2016), 2016.

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