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).
2026
Understanding irony through explanations and background knowledge (.pdf)
Maladry, A, Van Hee, C., Lefever, E., & Hoste, V. (2026).
2025
Evaluating transformers for OCR post-correction in early modern Dutch theatre (.pdf)
Debaene, F, Maladry, A, Lefever, E., & Hoste, V. (2025).
Unlocking domain knowledge : model adaptation for non-normative Dutch (.pdf)
Debaene, F, Maladry, A, Singh, P., 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).
Trilingual Recognition of Irony with Confidence (TRIC)
Maladry, A, Cignarella, ATC, 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).
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).
You shall know a word’s gender by the company it keeps : comparing the role of context in human gender assumptions with MT (.pdf)
Hackenbuchner, J., Tezcan, A., Maladry, A, & Daems, J (2024).
You Shall Know a Word’s Gender by the Company it Keeps: Comparing the Role of Context in Human Gender Assumptions with MT (.pdf)
Hackenbuchner, J., Maladry, A, Daems, J, & Tezcan, A. (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).
Findings of the WASSA 2024 EXALT shared task on explainability for cross-lingual emotion in tweets (.pdf)
Maladry, A, Singh, P., & Lefever, E. (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).
2023
The iron(ic) melting pot : reviewing human evaluation in humour, irony and sarcasm generation (.pdf)
Loakman, T., Maladry, A, & Lin, C. (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).
Too many cooks spoil the model : are bilingual models for Slovene better than a large multilingual model? (.pdf)
Singh, P., Maladry, A, & Lefever, E. (2023).
Annotation guidelines for labeling emotion in multilingual tweets (.pdf)
Singh, P., Maladry, A, & Lefever, E. (2023).
2022
Irony detection for Dutch : a venture into the implicit (.pdf)
Maladry, A, Lefever, E., Van Hee, C., & Hoste, V. (2022).
Combining language models and linguistic information to label entities in memes (.pdf)
Singh, P., Maladry, A, & Lefever, E. (2022).