Publications
2026
Echoes of the troubadours : a corpus of troubadour poetry for stylometric analysis and authorship attribution (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2026).
Learning through news : bridging the gap between algorithmic recommendation and human curation (.pdf)
Debaene, F, De Langhe, L., De Clercq, O., & Hoste, V. (2026).
Comparing traditional and LLM-based approaches for automated scoring of Dutch writing products (.pdf)
Kruijsbergen, J., & De Clercq, O. (2026).
Lost in activations : a neuron-level analysis of encoders for cross-lingual emotion detection (.pdf)
Singh, P., De Clercq, O., & Lefever, E. (2026).
2025
Position-aware end-to-end cross-document event coreference resolution for Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2025).
Challenges and opportunities of automated essay scoring for low-proficient L2 English writers (.pdf)
De Wilde, V., & De Clercq, O. (2025).
Paying for news diversity? A topic diversity analysis of free and paywalled online news (.pdf)
Joris, G., Hendrickx, J., Vercoutere, S., De Clercq, O., & De Marez, L. (2025).
Towards better language representation in Natural Language Processing : a multilingual dataset for text-level Grammatical Error Correction (.pdf)
Masciolini, A., Caines, A., De Clercq, O., Kruijsbergen, J., Kurfalı, M., Muñoz Sánchez, R., Volodina, E., Östling, R., Allkivi, K., Arhar Holdt, Š., Auzina, I., Darģis, R., Drakonaki, E., Frey, J., Glišić, I., Kikilintza, P., Nicolas, L., Romanyshyn, M., Rosen, A., Rozovskaya, A., Suluste, K., Syvokon, O., Tantos, A., Touriki, D., Tsiotskas, K., Tsourilla, E., Varsamopoulos, V., Wisniewski, K., Žagar, A., & Zesch, T. (2025).
The MultiGEC-2025 shared task on Multilingual Grammatical Error Correction at NLP4CALL (.pdf)
Masciolini, A., Caines, A., De Clercq, O., Kruijsbergen, J., Kurfalı, M., Muñoz Sánchez, R., Volodina, E., & Östling, R. (2025).
EnerGIZAr : leveraging GIZA++ for effective tokenizer initialization (.pdf)
Singh, P., Agirre, E., Azkune, G., De Clercq, O., & Lefever, E. (2025).
Generating simplified Dutch texts for pupils through N-shot learning (.pdf)
Sinnaeve, W., Kruijsbergen, J., & De Clercq, O. (2025).
2024
Zelf aan de slag (.pdf)
Daems, J, Macken, L., De Clercq, O., & Van Hee, C. (2024).
Using state-of-the-art emotion detection models in a crisis communication context (.pdf)
De Bruyne, L., van der Meer, T., De Clercq, O., & Hoste, V. (2024).
Benchmarking zero-shot text classification for Dutch (.pdf)
De Langhe, L., Maladry, A, Vanroy, B., De Bruyne, L., Singh, P., Lefever, E., & De Clercq, O. (2024).
Unsupervised authorship attribution for Medieval Latin using transformer-based embeddings (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2024).
Enhancing unrestricted cross-document event coreference with graph reconstruction networks (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2024).
Nudging towards exposure diversity : examining the effects of news recommender design on audiences’ news exposure behaviours and perceptions (.pdf)
Joris, G., Vercoutere, S., De Clercq, O., Van Damme, K., Mechant, P., & De Marez, L. (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).
Hoe leert een computer taal? (.pdf)
Van Hee, C., Hoste, V., Macken, L., De Clercq, O., & Lefever, E. (2024).
Wat is taaltechnologie? (.pdf)
Van Hee, C., Hoste, V., De Clercq, O., Lefever, E., & Macken, L. (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).
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).
Filling in the gaps : efficient event coreference resolution using graph autoencoder networks (.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).
A benchmark for dutch end-to-end cross-document event coreference resolution (.pdf)
De Langhe, L., Desot, ThD, 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).
Leveraging structural discourse information for event coreference resolution in Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2023).
A corpus-based list of frequently used words in Sesotho (.pdf)
Sibeko, J., & De Clercq, O. (2023).
Distilling monolingual models from large multilingual transformers (.pdf)
Singh, P., De Clercq, O., & Lefever, E. (2023).
Misery loves complexity : exploring linguistic complexity in the context of emotion detection (.pdf)
Singh, P., De Bruyne, L., De Clercq, O., & Lefever, E. (2023).
A qualitative textual analysis of feedback comments in eportfolios : quality and alignment with the CanMEDS roles (.pdf)
Van Ostaeyen, S., Embo, M., Rotsaert, T., De Clercq, O., Schellens, T., & Valcke, M. (2023).
Automating the identification of feedback quality criteria and the CanMEDS roles in written feedback comments using natural language processing (.pdf)
Van Ostaeyen, S., De Langhe, L., De Clercq, O., Embo, M., Schellens, T., & Valcke, M. (2023).
MultiGED-2023 shared task at NLP4CALL : Multilingual Grammatical Error Detection (.pdf)
Volodina, E., Bryant, C., Caines, A., De Clercq, O., Frey, J., Ershova, E., Rosen, A., & Vinogradova, O. (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).
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).
Investigating the quality of static anchor embeddings from transformers for under-resourced languages (.pdf)
Singh, P., De Clercq, O., & Lefever, E. (2022).
UNRAVELLING LANGUAGE USE OF NARRATIVE COMMENTS IN EPORTFOLIOS: A TEXT ANALYSIS APPROACH (.pdf)
Van Ostaeyen, S., De Clercq, O., Embo, M., Schellens, T., & Valcke, M. (2022).
An in-depth analysis of written feedback found in ePortfolios of undergraduate midwifery students (.pdf)
Van Ostaeyen, S., De Clercq, O., Embo, M., Schellens, T., & Valcke, M. (2022).
Unravelling language use that determines the quality of narrative comments in ePortfolios: a text analysis approach (.pdf)
Van Ostaeyen, S., De Clercq, O., Embo, M., Schellens, T., & Valcke, M. (2022).
Measuring cross-lingual syntactic similarity (.pdf)
Vanroy, B., De Clercq, O., Tezcan, A., & Macken, L. (2022).