Publications
2021
Annotating affective dimensions in user-generated content : comparing the reliability of best-worst scaling, pairwise comparison and rating scales for annotating valence, arousal and dominance (.pdf)
De Bruyne, L., De Clercq, O., & Hoste, V. (2021).
Emotional RobBERT and insensitive BERTje : combining transformers and affect lexica for Dutch emotion detection (.pdf)
De Bruyne, L., De Clercq, O., & Hoste, V. (2021).
Mixing and matching emotion frameworks : investigating cross-framework transfer learning for Dutch emotion detection (.pdf)
De Bruyne, L., De Clercq, O., & Hoste, V. (2021).
Prospects for Dutch emotion detection : insights from the new EmotioNL dataset (.pdf)
De Bruyne, L., De Clercq, O., & Hoste, V. (2021).
Guidelines for Annotating Events and Event Coreference in Dutch News Articles (version 1.0) (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2021).
Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch (.pdf)
Desot, ThD, De Clercq, O., & Hoste, V. (2021).
Current limitations in cyberbullying detection : on evaluation criteria, reproducibility, and data scarcity (.pdf)
Emmery, C., Verhoeven, B., De Pauw, G., Jacobs, G.M., Van Hee, C., Lefever, E., Desmet, B., Hoste, V., & Daelemans, W. (2021).
Chatbot : leerkrachtenhandleiding (.pdf)
Gesquière, N., Hoste, V., Van Hee, C., & wyffels, F. (2021).
A million tweets are worth a few points: tuning transformers for customer service tasks (.pdf)
Hadifar, A., Labat, S., Hoste, V., Develder, C., & Demeester, T. (2021).
Fuzzy-rough nearest neighbour approaches for emotion detection in tweets (.pdf)
Kaminska, OK, Cornelis, C., & Hoste, V. (2021).
Is Neural Always Better? SMT versus NMT for Dutch Text Normalization
Matos Veliz, C., De Clercq, O., & Hoste, V. (2021).
HAMLET : Hybrid Adaptable Machine Learning approach to Extract Terminology (.pdf)
Rigouts Terryn, A., Hoste, V., & Lefever, E. (2021).
Guidelines for annotating implicit sentiment evoked by fine-grained news events (.pdf)
Van Hee, C., De Clercq, O., & Hoste, V. (2021).
Exploring implicit sentiment evoked by fine-grained news events (.pdf)
Van Hee, C., De Clercq, O., & Hoste, V. (2021).