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
A survey on stereotype detection in natural language processing (.pdf)
Cignarella, ATC, Giachanou, A., & Lefever, E. (2026).
An overview of current practices and recommendations for working with stereotypes in NLP (.pdf)
Cignarella, ATC, & Pellegrini, M. (2026).
StereoBusters at GSI:detect : LLM-based detection and human qualitative analysis of gender stereotypes in Italian short texts (.pdf)
Greco, S., La Quatra, M., Marchiori Manerba, M., Muñoz Sánchez, R., & Cignarella, ATC (2026).
2025
HODIAT : a dataset for detecting homotransphobic hate speech in Italian with aggressiveness and target annotation (.pdf)
Damo, G., Cignarella, ATC, Caselli, T., Patti, V., & Nozza, D. (2025).
Perspectivist approaches to natural language processing : a survey
Frenda, S., Abercrombie, G., Basile, V., Pedrani, A., Panizzon, R., Cignarella, ATC, Marco, C., & Bernardi, D. (2025).
Subjectivity in stereotypes against migrants in Italian : an experimental annotation procedure (.pdf)
Lo, S., Stranisci, M., Cignarella, ATC, Frenda, S., Basile, V., Bosco, C., Jezek, E., & Patti, 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).
Trilingual Recognition of Irony with Confidence (TRIC)
Maladry, A, Cignarella, ATC, Van Hee, C., Lefever, E., & Hoste, V. (2025).
Stereohoax : a multilingual corpus of racial hoaxes and social media reactions annotated for stereotypes (.pdf)
Schmeisser-Nieto, W., Cignarella, ATC, Bourgeade, T., Frenda, S., Ariza-Casabona, A., Laurent, M., Cicirelli, P., Marra, A., Corbelli, G., Benamara, F., Bosco, C., Moriceau, V., Paciello, M., Patti, V., Taule, M., & D'Errico, F. (2025).
2024
From hate speech to societal empowerment : a pedagogical journey through computational thinking and NLP for high school students (.pdf)
Cignarella, ATC, Chierchiello, E., Ferrando, C., Frenda, S., Lo, S., & Marra, A. (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).
Stereohoax: a multilingual corpus of racial hoaxes and social media reactions annotated for stereotypes (.pdf)
Schmeisser-Nieto, W., Cignarella, ATC, Bourgeade, T., Frenda, S., Ariza-Casabona, A., Laurent, M., Cicirelli, P., Marra, A., Corbelli, G., Benamara, F., Bosco, C., Moriceau, V., Paciello, M., Patti, V., Taulé, M., & D’Errico, F. (2024).