Publications
2024
Exploring LLMs’ capabilities for error detection in Dutch L1 and L2 writing products (.pdf)
Kruijsbergen, J., Van Geertruyen, S, Hoste, V., & De Clercq, O. (2024).
EmoTwiCS: A Corpus for Modelling Emotion Trajectories in Dutch Customer Service Dialogues on Twitter
Labat, S., Demeester, T., & Hoste, V. (2024).
EmoTwiCS : a corpus for modelling emotion trajectories in Dutch customer service dialogues on Twitter (.pdf)
Labat, S., Demeester, T., & Hoste, V. (2024).
EmoWOZ-CS Corpus
Labat, S., Demeester, T., & Hoste, V. (2024).
The limitations of irony detection in Dutch social media (.pdf)
Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2024).
Human and system perspectives on the expression of irony : an analysis of likelihood labels and rationales (.pdf)
Maladry, A, Cignarella, ATC, Lefever, E., Van Hee, C., & Hoste, V. (2024).
Shared task for cross-lingual classification of Corporate Social Responsibility (CSR) themes and topics (.pdf)
Nayekoo, Y., Katrenko, S., Hoste, V., Maladry, A, & Lefever, E. (2024).
The influence of personality traits and game design elements on player enjoyment : an empirical study on gwaps for linguistics
Segundo Diaz, R., Rovelo, G., Bouzouita, M., Hoste, V., & Coninx, K. (2024).
Auteursherkenning en profilering (.pdf)
Van Hee, C., & Hoste, V. (2024).
Hoe leert een computer taal? (.pdf)
Van Hee, C., Hoste, V., Macken, L., De Clercq, O., & Lefever, E. (2024).
Waarom is taal zo moeilijk? (.pdf)
Van Hee, C., Hoste, V., De Clercq, O., Lefever, E., & Macken, L. (2024).
Sentiment- en emotieanalyse (.pdf)
Van Hee, C., Hoste, V., & De Clercq, O. (2024).
Wat is taaltechnologie? (.pdf)
Van Hee, C., Hoste, V., De Clercq, O., Lefever, E., & Macken, L. (2024).
2023
EventDNA : a dataset for Dutch news event extraction as a basis for news diversification (.pdf)
Colruyt, C., De Clercq, O., Desot, ThD, & Hoste, V. (2023).
Annotation guidelines for labeling aspect-based sentiment analysis en aspect-based emotion analysis in the SentEMO project : version 1.0 (.pdf)
De Geyndt, E., De Clercq, O., Van Hee, C., Lefever, E., & Hoste, V. (2023).
A benchmark for dutch end-to-end cross-document event coreference resolution (.pdf)
De Langhe, L., Desot, ThD, De Clercq, O., & Hoste, V. (2023).
Filling in the gaps : efficient event coreference resolution using graph autoencoder networks (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
Leveraging structural discourse information for event coreference resolution in Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
What Does BERT actually learn about event coreference? Probing structural information in a fine-tuned Dutch language model (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
Constructing a cross-document event coreference corpus for Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
Unimodalities count as perspectives in multimodal emotion annotation (.pdf)
Du, Q, Labat, S., Demeester, T., & Hoste, V. (2023).
Diverse content selection for educational question generation (.pdf)
Hadifar, A., Bitew, S., Deleu, J., Hoste, V., Develder, C., & Demeester, T. (2023).
Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony (.pdf)
Kaminska, OK, Cornelis, C., & Hoste, V. (2023).
Fuzzy rough nearest neighbour methods for aspect-based sentiment analysis (.pdf)
Kaminska, OK, Cornelis, C., & Hoste, V. (2023).
A fine line between irony and sincerity : identifying bias in transformer models for irony detection (.pdf)
Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2023).
Comparing Professional and Platform-driven Critics: A Digital and Sociological Analysis of Literary Gatekeeping and Gatewatching (.pdf)
Martens, G., De Greve, L., Bernaerts, L., Roose, H., Hoste, V., & Vandenhaute, D. (2023).
The influence of personality traits and game design elements on player enjoyment : a demo on GWAPs for part-of-speech tagging (.pdf)
Segundo Diaz, R., Rovelo, G., Bouzouita, M., Hoste, V., & Coninx, K. (2023).
2022
Aspect-based emotion analysis and multimodal coreference : a case study of customer comments on Adidas instagram posts (.pdf)
De Bruyne, L., Karimi, A., De Clercq, O., Prati, A., & Hoste, V. (2022).
How language-dependent is emotion detection? Evidence from multilingual BERT (.pdf)
De Bruyne, L., Singh, P., De Clercq, O., Lefever, E., & Hoste, V. (2022).
SentEMO : a multilingual adaptive platform for aspect-based sentiment and emotion analysis (.pdf)
De Geyndt, E., De Clercq, O., Van Hee, C., Lefever, E., Singh, P., Parent, O., & Hoste, V. (2022).
Text Mining the “Talk of Literature” Surrounding the Ingeborg-Bachmann-Preis: A Case Study in Domain Adaptation for German-Language Aspect-Based Sentiment Analysis (.pdf)
De Greve, L., Martens, G., Hoste, V., Bernaerts, L., Vandenhaute, D., & Roose, H. (2022).
Investigating cross-document event coreference for Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2022).
Towards fine(r)-grained identification of event coreference resolution types (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2022).
Automatic classification of participant roles in cyberbullying : can we detect victims, bullies, and bystanders in social media text? (.pdf)
Jacobs, G.M., Van Hee, C., & Hoste, V. (2022).
LT3 at SemEval-2022 task 6 : fuzzy-rough nearest neighbor classification for sarcasm detection (.pdf)
Kaminska, OK, Cornelis, C., & Hoste, V. (2022).
Variation in the expression and annotation of emotions : a Wizard of Oz pilot study (.pdf)
Labat, S., Ackaert, N., Demeester, T., & Hoste, V. (2022).
An emotional journey : detecting emotion trajectories in Dutch customer service dialogues (.pdf)
Labat, S., Hadifar, A., Demeester, T., & Hoste, V. (2022).
Irony detection for Dutch : a venture into the implicit (.pdf)
Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2022).
D-terminer : online demo for monolingual and bilingual automatic term extraction (.pdf)
Rigouts Terryn, A., Hoste, V., & Lefever, E. (2022).
Tagging terms in text : a supervised sequential labelling approach to automatic term extraction (.pdf)
Rigouts Terryn, A., Hoste, V., & Lefever, E. (2022).
Using natural language processing to automatically classify written self-reported narratives by patients with migraine or cluster headache (.pdf)
Vandenbussche, N., Van Hee, C., Hoste, V., & Paemeleire, K. (2022).
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).
Prospects for Dutch emotion detection : insights from the new EmotioNL dataset (.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).