Here is a list of selected publications. See also my Semantic Scholar and Google Scholar profiles.
Publications
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Federico Cabitza, Andrea Campagner and Valerio Basile (2023):
Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Proceedings of the 37th AAAI Conference on Artificial Intelligence [bibtex] -
Valerio Basile, Tomaso Caselli, Anna Koufakou and Viviana Patti (2022):
Automatically Computing Connotative Shifts of Lexical Items
Natural Language Processing and Information Systems [PDF] [bibtex] -
Endang Wahyu Pamungkas, Valerio Basile and Viviana Patti (2021):
A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection
Information Processing & Management [PDF] [bibtex] -
Valerio Basile, Michael Fell, Tommaso Fornaciari, Dirk Hovy, Silviu Paun, Barbara Plank, Massimo Poesio, Alexandra Uma (2021):
We Need to Consider Disagreement in Evaluation
Workshop on Benchmarking: Past, Present and Future [PDF] [bibtex] -
Valerio Basile (2021):
It’s the End of the Gold Standard as We Know It. Leveraging Non-aggregated Data for Better Evaluation and Explanation of Subjective Tasks
Lecture Notes in Computer Science [PDF] [bibtex] -
Anna Koufakou, Endang Wahyu Pamungkas, Valerio Basile, Viviana Patti (2021):
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language
Fourth Workshop on Online Abuse and Harms [PDF] [bibtex] -
Fabio Poletto, Valerio Basile, Manuela Sanguinetti, Cristina Bosco and Viviana Patti (2021):
Resources and benchmark corpora for hate speech detection: a systematic review
Language Resources and Evaluation [PDF] [bibtex] -
Valerio Basile, Christian Cagnazzo (2021):
Litescale: A Lightweight Tool for Best-worst Scaling Annotation
Recent Advances in Natural Language Processing (RANLP 2021) [PDF] [bibtex] -
Sohail Akhtar, Valerio Basile and Viviana Patti (2020):
Modeling Annotator Perspective and Polarized Opinions to Improve Hate Speech Detection
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing [PDF] [bibtex] -
Valerio Basile, Danilo Croce, Maria Di Maro, Lucia C. Passaro (2020):
EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020) [PDF] [bibtex] -
Endang Wahyu Pamungkas, Valerio Basile and Viviana Patti (2020):
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study
Information Processing & Management [PDF] [bibtex] -
Tommaso Caselli, Valerio Basile, Jelena Mitrovic, Michael Granitzer (2020):
HateBERT: Retraining BERT for Abusive Language Detection in English
5th Workshop on Online Abuse and Harms (WOAH 2021) [PDF] [bibtex] -
Tommaso Caselli, Valerio Basile, Jelena Mitrovic, Inga Kartoziya, Michael Granitzer (2020):
I Feel Offended, Don’t Be Abusive! Implicit/Explicit Messages in Offensive and Abusive Language
Twelfth International Conference on Language Resources and Evaluation (LREC 2020) [PDF] [bibtex] -
Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro and Valerio Basile (2019):
AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets
6th Italian Conference on Computational Linguistics (CliC-it 2019) [PDF] [bibtex] -
Valerio Basile, Cristina Bosco, Elisabetta Fersini, Debora Nozza, Viviana Patti, Francisco Manuel Rangel Pardo, Paolo Rosso, Manuela Sanguinetti (2019):
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter
SemEval 2019 [PDF] [bibtex] -
Soufian Jebbara, Valerio Basile, Elena Cabrio, Philip Cimiano (2019):
Extracting common sense knowledge via triple ranking using supervised and unsupervised distributional models
Semantic Web [PDF] [bibtex] -
Valerio Basile, Mirko Lai, Manuela Sanguinetti (2018):
Long-term Social Media Data Collection at the University of Turin
CliC-it 2018 [PDF] [bibtex] -
Asprino Luigi, Valerio Basile, Ciancarini Paolo, Presutti Valentina (2018):
Empirical Analysis of Foundational Distinctions in Linked Open Data
IJCAI 2018 [PDF] [bibtex] -
Elisa Bassignana, Valerio Basile, Viviana Patti (2018):
Hurtlex: A multilingual lexicon of words to hurt
CliC-it 2018 [PDF] [bibtex] -
Pierpaolo Basile, Valerio Basile, Malvina Nissim, Nicole Novielli, Viviana Patti (2018):
Sentiment Analysis of Microblogging Data
Encyclopedia of Social Network Analysis and Mining [PDF] [bibtex] -
Johan Bos, Valerio Basile, Kilian Evang, Noortje Venhuizen, Johannes Bjerva (2017):
The Groningen Meaning Bank
Handbook of Linguistic Annotation [bibtex] -
Valerio Basile, Francesco Barbieri, Danilo Croce, Malvina Nissim, Nicole Novielli, Viviana Patti (2016):
Overview of the EVALITA 2016 SENTiment POLarity Classification Task
CliC-it 2016/EVALITA2016 [PDF] [bibtex] -
Jay Young, Valerio Basile, Lars Kunze, Elena Cabrio, Nick Hawes (2016):
Towards Lifelong Object Learning by Integrating Situated Robot Perception and Semantic Web Mining
ECAI 2016 [PDF] [bibtex] -
Valerio Basile, Elena Cabrio, Claudia Schon (2016):
KNEWS: Using Logical and Lexical Semantics to Extract Knowledge from Natural Language
ECAI 2016 [PDF] [bibtex] -
Valerio Basile (2015):
From Logic to Language: Natural Language Generation from Logical Forms
PhD thesis [PDF] [bibtex] -
Kilian Evang, Valerio Basile, Grzegorz Chrupala, Johan Bos (2013):
Elephant: Sequence Labeling for Word and Sentence Segmentation.
EMNLP 2013 [PDF] [bibtex] -
Valerio Basile, Johan Bos (2013):
Aligning Formal Meaning Representations with Surface Strings for Wide-coverage Text Generation
ENLG 2013 [PDF] [bibtex] -
Valerio Basile, Malvina Nissim (2013):
Sentiment analysis on Italian tweets
WASSA 2013 [PDF] [bibtex]