Publications
In press
TRIC : a confidence-aware multilingual dataset for irony detection and rationales in English, Dutch and Italian (.pdf)
Maladry, A, Cignarella, ATC, Van Hee, C., Lefever, E., & Hoste, V. (2025).
Explicit modality weighting with unimodal supervision for categorical multimodal emotion recognition (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2026).
Disentangling emotion understanding and generation in large language models (.pdf)
Jafari, Sadegh, Lefever, E., & Hoste, V. (2026).
2026
PMWP : a benchmark for math word problem solving in Persian (.pdf)
Abdolmaleki, MA, Hoste, V., & Lefever, E. (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).
Exploring cross-modal interactions in unimodal and multimodal emotion recognition : an empirical study (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2026).
Lovehate : stance detection and generation for multiple topics in user-generated comments in Russian and English (.pdf)
Evgrafova, N., Hoste, V., & Lefever, E. (2026).
APARSIN : a multi-variety sentiment and translation benchmark for Iranic languages (.pdf)
Jafari, Sadegh, Azin, T., Roodi, F., Dehghani Tafti, Z., Ghadrdan, M., Vatankhahan Esfahani, E., Naebzadeh, A., Shahhosseini, M., Khan, G., Forghani, K., Namazi, D., Hossein Hashemi, M., Farsi, F., Osoolian, M., Mohammadi, M., Erfan Zare, M., Hasnain Khan, M., Hussain, M., Zaki, N., Mohammadi, J., Bali, S., Javad Ranjbar, M., Lefever, E., & Hoste, V. (2026).
Towards Reliable Evaluation of Emotional Text Generation in LLMs: Human vs. Automatic Metrics
Jafari, Sadegh, Lefever, E., & Hoste, V. (2026).
Understanding irony through explanations and background knowledge (.pdf)
Maladry, A, Van Hee, C., Lefever, E., & Hoste, V. (2026).
2025
Modeling syntactic dependencies in southern Dutch dialects (.pdf)
De Langhe, L., Degraeuwe, JRD, Farasyn, M., & Hoste, V. (2025).
Position-aware end-to-end cross-document event coreference resolution for Dutch (.pdf)
De Langhe, L., De Clercq, O., & Hoste, V. (2025).
Unlocking domain knowledge : model adaptation for non-normative Dutch (.pdf)
Debaene, F, Maladry, A, Singh, P., Lefever, E., & Hoste, V. (2025).
Classifying TEI encoding for DutchDraCor with transformer models (.pdf)
Debaene, F, & Hoste, V. (2025).
Evaluating transformers for OCR post-correction in early modern Dutch theatre (.pdf)
Debaene, F, Maladry, A, Lefever, E., & Hoste, V. (2025).
UniC: A Dataset for Emotion Analysis of Videos With Multimodal and Unimodal Labels
Du, Q, Labat, S., Demeester, T., & Hoste, V. (2025).
LDW : Label Divergence Weighting for multimodal sentiment analysis (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
Another approach to agreement measurement and prediction with emotion annotations (.pdf)
Du, Q, & Hoste, V. (2025).
Sentiment analysis on video transcripts : comparing the value of textual and multimodal annotations (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
UniC : a dataset for emotion analysis of videos with multimodal and unimodal labels (.pdf)
Du, Q, Labat, S., Demeester, T., & Hoste, V. (2025).
Sentiment Analysis on Video Transcripts: Comparing the Value of Textual and Multimodal Annotations
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
Decoding emotion in ancient poetry : leveraging generative models for classical Chinese sentiment analysis (.pdf)
Du, Q, De Langhe, L., Lefever, E., & Hoste, V. (2025).
Stance-aware definition generation for argumentative texts (.pdf)
Evgrafova, N., De Langhe, L., Hoste, V., & Lefever, E. (2025).
Embedding analogies for evaluating emotion in LLM-generated utterances (.pdf)
Jafari, Sadegh, Lefever, E., & Hoste, V. (2025).
Why robots are bad at detecting their mistakes : limitations of miscommunication detection in human-robot dialogue (.pdf)
Janssens, R., De Bock, J., Labat, S., Verhelst, E., Hoste, V., & Belpaeme, T. (2025).
MariATE : automatic term extraction using large language models in the maritime domain (.pdf)
Liu, S, Lefever, E., & Hoste, V. (2025).
Annotating confidence-aware likelihood labels and trigger words for irony detection (.pdf)
Maladry, A, Cignarella, ATC, Van Hee, C., Lefever, E., & Hoste, V. (2025).
Guidelines for writing and evaluating explanations for irony in tweets (.pdf)
Maladry, A, Van Hee, C., Lefever, E., & Hoste, V. (2025).
Understanding irony through explanations and background knowledge
Maladry, A, Van Hee, C., Lefever, E., & Hoste, V. (2025).
Trilingual Recognition of Irony with Confidence (TRIC)
Maladry, A, Cignarella, ATC, Van Hee, C., Lefever, E., & Hoste, V. (2025).
Games with a purpose for part-of-speech tagging and the impact of the applied game design elements on player enjoyment and games with a purpose preference (.pdf)
Segundo Diaz, R., Rovelo Ruiz, G., Bouzouita, M., Hoste, V., & Coninx, K. (2025).
2024
Respect voor de Bescherming van Natuur en Milieu
Daems, J, Hoste, V., Van Hee, C., & Doğruöz, A.S. (2024).
Privacybewaking en Maatschappelijk Welzijn
Daems, J, Hoste, V., Doğruöz, A.S., & Van Hee, C. (2024).
Deugdzaam databeheer
Daems, J, Hoste, V., Doğruöz, A.S., & Van Hee, C. (2024).
Rechtvaardigheid en Transparantie
Daems, J, Hoste, V., Doğruöz, A.S., & Van Hee, C. (2024).
Maatschappelijke implicaties en ethiek (.pdf)
Daems, J, Hoste, V., Van Hee, C., & Doğruöz, A.S. (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).
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).
Early modern Dutch comedies and farces in the spotlight : introducing EmDComF and its emotion framework (.pdf)
Debaene, F, van der Haven, K., & Hoste, V. (2024).
Analysing pathos in user-generated argumentative text (.pdf)
Evgrafova, N., Hoste, V., & Lefever, E. (2024).
Zoeksystemen (.pdf)
Hoste, V., & Van Hee, C. (2024).