Publications
You can also find my articles on my Google Scholar profile.
Cartography of Natural Language Processing for Social Good NLP4SG): Searching for Definitions, Statistics and White Spots
Fortuna, Paula and Pérez-Mayos, Laura and AbuRa’ed, Ahmed and Soler-Company, Juan and Wanner, Leo. "Cartography of Natural Language Processing for Social Good NLP4SG): Searching for Definitions, Statistics and White Spots." Proceedings of the 1st Workshop on NLP for Positive Impact - ACL 2021
Targets and Aspects in Social Media Hate Speech
Shvets, Alexander and Fortuna, Paula and Soler, Juan and Wanner, Leo. "Targets and Aspects in Social Media Hate Speech." Proceedings of the 5th Workshop on Online Abuse and Harms - ACL 2021
MIN PT: An European Portuguese Lexicon for Minorities Related Terms
Fortuna, Paula and Cortez, Vanessa and Sozinho Ramalho, Miguel and Pérez-Mayos, Laura. "MIN PT: An European Portuguese Lexicon for Minorities Related Terms." Proceedings of the 5th Workshop on Online Abuse and Harms - ACL 2021
Toxicity-Associated News Classification: The Impact of Metadata and Content Features
Paula Fortuna, Luís B. Cruz, Rodrigo Maia, Vanessa Cortez and Sérgio Nunes. "Toxicity-Associated News Classification: The Impact of Metadata and Content Features." Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media 2021
How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?
Fortuna, Paula, Juan Soler-Company, and Leo Wanner. "How well do hate speech, toxicity, abusive and offensive language classification models generalize across datasets?." Information Processing & Management 58.3 (2021): 102524.
Toxic, hateful, offensive or abusive? what are we really classifying? an empirical analysis of hate speech datasets
Fortuna, Paula, Juan Soler, and Leo Wanner. "Toxic, hateful, offensive or abusive? what are we really classifying? an empirical analysis of hate speech datasets." Proceedings of the 12th Language Resources and Evaluation Conference 2020
A hierarchically-labeled portuguese hate speech dataset.
Fortuna, Paula, Joao Rocha da Silva, Juan Soler-Company, Leo Wanner, and Sérgio Nunes. "A hierarchically-labeled portuguese hate speech dataset." In Proceedings of the Third Workshop on Abusive Language Online , pp. 94-104. 2019
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?
Fortuna, Paula, Juan Soler-Company, and Sérgio Nunes. "Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?." Proceedings of the 13th International Workshop on Semantic Evaluation. 2019
Merging datasets for aggressive text identification
Fortuna, Paula, José Ferreira, Luiz Pires, Guilherme Routar, and Sérgio Nunes. "Merging datasets for aggressive text identification." In Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018), pp. 128-139. 2018.
A Survey on Automatic Detection of Hate Speech in Text
Fortuna, Paula, and Sérgio Nunes. "A survey on automatic detection of hate speech in text." ACM Computing Surveys (CSUR) 51.4 (2018): 1-30.
Merging datasets for hate speech classification in Italian
Fortuna, Paula, Ilaria Bonavita, and Sérgio Nunes. "Merging datasets for hate speech classification in Italian." EVALITA Evaluation of NLP and Speech Tools for Italian 12 (2018): 218.