Valerio Basile

Most-cited papers

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter
Valerio Basile, C. Bosco, E. Fersini, Debora Nozza +4 more
2019International Workshop on Semantic Evaluation1,119 citations Open access
Semantic Scholar
HateBERT: Retraining BERT for Abusive Language Detection in English
Tommaso Caselli, Valerio Basile, Jelena Mitrović, M. Granitzer
2020WOAH547 citations Open access
Semantic Scholar
Resources and benchmark corpora for hate speech detection: a systematic review
Fabio Poletto, Valerio Basile, M. Sanguinetti, C. Bosco +1 more
2020Language Resources and Evaluation517 citations Open access
Semantic Scholar
Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Valerio Basile, F. Cabitza, A. Campagner, Michael Fell
2021AAAI Conference on Artificial Intelligence293 citations Open access
Semantic Scholar
AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets
Marco Polignano, Pierpaolo Basile, M. de Gemmis, G. Semeraro +1 more
2019CLICIT239 citations
Semantic Scholar
We Need to Consider Disagreement in Evaluation
Valerio Basile, Michael Fell, Tommaso Fornaciari, Dirk Hovy +4 more
2021BPPF228 citations Open access
Semantic Scholar
Hurtlex: A Multilingual Lexicon of Words to Hurt
Elisa Bassignana, Valerio Basile, V. Patti
2018CLICIT198 citations Open access
Semantic Scholar
I Feel Offended, Don’t Be Abusive! Implicit/Explicit Messages in Offensive and Abusive Language
Tommaso Caselli, Valerio Basile, Jelena Mitrović, Inga Kartoziya +1 more
2020International Conference on Language Resources and Evaluation189 citations
Semantic Scholar
SemEval 2018 Task 2: Multilingual Emoji Prediction
Francesco Barbieri, J. Camacho-Collados, F. Ronzano, Luis Espinosa-Anke +4 more
2018International Workshop on Semantic Evaluation163 citations Open access
Semantic Scholar
Misogyny Detection in Twitter: a Multilingual and Cross-Domain Study
Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2020Information Processing & Management160 citations Open access
Semantic Scholar
Time of Your Hate: The Challenge of Time in Hate Speech Detection on Social Media
Komal Florio, Valerio Basile, Marco Polignano, Pierpaolo Basile +1 more
2020Applied Sciences109 citations Open access
Semantic Scholar
SemEval-2023 Task 11: Learning with Disagreements (LeWiDi)
Elisa Leonardelli, Gavin Abercrombie, Dina Almanea, Valerio Basile +5 more
2023International Workshop on Semantic Evaluation103 citations Open access
Semantic Scholar
EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian
Valerio Basile, D. Croce, M. Maro, Lucia C. Passaro
2020International Workshop on Evaluation of Natural Language and Speech Tools for Italian103 citations Open access
Semantic Scholar
A joint learning approach with knowledge injection for zero-shot cross-lingual hate speech detection
Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2021Information Processing & Management99 citations Open access
Semantic Scholar
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language
Anna Koufakou, Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2020Workshop on Abusive Language Online86 citations Open access
Semantic Scholar
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more
202183 citations Open access
Semantic Scholar
Whose Opinions Matter? Perspective-aware Models to Identify Opinions of Hate Speech Victims in Abusive Language Detection
S. Akhtar, Valerio Basile, V. Patti
2021arXiv.org78 citations
Semantic Scholar
Overview of the EVALITA 2018 Task on Irony Detection in Italian Tweets (IronITA)
Alessandra Teresa Cignarella, Simona Frenda, Valerio Basile, C. Bosco +2 more
2018International Workshop on Evaluation of Natural Language and Speech Tools for Italian77 citations Open access
Semantic Scholar
Local Multi-Head Channel Self-Attention for Facial Expression Recognition
R. Pecoraro, Valerio Basile, Viviana Bono, Sara Gallo
2021Inf.76 citations Open access
Semantic Scholar
Modeling Annotator Perspective and Polarized Opinions to Improve Hate Speech Detection
S. Akhtar, Valerio Basile, V. Patti
2020AAAI Conference on Human Computation & Crowdsourcing74 citations Open access
Semantic Scholar
It's the End of the Gold Standard as we Know it. On the Impact of Pre-aggregation on the Evaluation of Highly Subjective Tasks
Valerio Basile
2020DP@AI*IA70 citations
Semantic Scholar
The unbearable hurtfulness of sarcasm
Simona Frenda, Alessandra Teresa Cignarella, Valerio Basile, C. Bosco +2 more
2022Expert systems with applications69 citations Open access
Semantic Scholar
Do You Really Want to Hurt Me? Predicting Abusive Swearing in Social Media
Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2020International Conference on Language Resources and Evaluation60 citations
Semantic Scholar
Towards multidomain and multilingual abusive language detection: a survey
Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2021Personal and Ubiquitous Computing50 citations Open access
Semantic Scholar
EPIC: Multi-Perspective Annotation of a Corpus of Irony
Simona Frenda, A. Pedrani, Valerio Basile, Soda Marem Lo +7 more
2023Annual Meeting of the Association for Computational Linguistics47 citations Open access
Semantic Scholar
A New Measure of Polarization in the Annotation of Hate Speech
S. Akhtar, Valerio Basile, V. Patti
2019International Conference of the Italian Association for Artificial Intelligence47 citations
Semantic Scholar
How Dramatic Events Can Affect Emotionality in Social Posting: The Impact of COVID-19 on Reddit
Valerio Basile, Francesco Cauteruccio, G. Terracina
2021Future Internet46 citations Open access
Semantic Scholar
Long-term Social Media Data Collection at the University of Turin
Valerio Basile, Mirko Lai, M. Sanguinetti
2018CLICIT42 citations Open access
Semantic Scholar
14-ExLab@UniTo for AMI at IberEval2018: Exploiting Lexical Knowledge for Detecting Misogyny in English and Spanish Tweets
Endang Wahyu Pamungkas, Alessandra Teresa Cignarella, Valerio Basile, V. Patti
2018IberEval@SEPLN41 citations
Semantic Scholar
Investigating the role of swear words in abusive language detection tasks
Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2022Language Resources and Evaluation40 citations Open access
Semantic Scholar
Stance Classification for Rumour Analysis in Twitter: Exploiting Affective Information and Conversation Structure
Endang Wahyu Pamungkas, Valerio Basile, V. Patti
2019CIKM Workshops40 citations
Semantic Scholar
AlBERTo: Modeling Italian Social Media Language with BERT
Marco Polignano, Valerio Basile, Pierpaolo Basile, M. de Gemmis +1 more
2019Italian Journal of Computational Linguistics31 citations Open access
Semantic Scholar
ExtremITA at EVALITA 2023: Multi-Task Sustainable Scaling to Large Language Models at its Extreme
C. D. Hromei, D. Croce, Valerio Basile, Roberto Basili
2023International Workshop on Evaluation of Natural Language and Speech Tools for Italian29 citations
Semantic Scholar
Annotating Hate Speech: Three Schemes at Comparison
Fabio Poletto, Valerio Basile, C. Bosco, V. Patti +1 more
2019CLICIT28 citations
Semantic Scholar
Computational Linguistics Against Hate: Hate Speech Detection and Visualization on Social Media in the “Contro L’Odio” Project
A. Capozzi, Mirko Lai, Valerio Basile, C. Musto +8 more
2019CLICIT27 citations
Semantic Scholar
Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA)
Pierpaolo Basile, Valerio Basile, D. Croce, Marco Polignano
2018International Workshop on Evaluation of Natural Language and Speech Tools for Italian27 citations Open access
Semantic Scholar
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
Semantic Scholar
Automatic Identification of Misogyny in English and Italian Tweets at EVALITA 2018 with a Multilingual Hate Lexicon
Endang Wahyu Pamungkas, Alessandra Teresa Cignarella, Valerio Basile, V. Patti
2018International Workshop on Evaluation of Natural Language and Speech Tools for Italian24 citations Open access
Semantic Scholar
Semantic web-mining and deep vision for lifelong object discovery
Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio +2 more
2017IEEE International Conference on Robotics and Automation23 citations Open access
Semantic Scholar
Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges
Valerio Basile, Nicole Novielli, D. Croce, Francesco Barbieri +2 more
2018IEEE Transactions on Affective Computing21 citations Open access
Semantic Scholar
It's the End of the Gold Standard as We Know It - Leveraging Non-aggregated Data for Better Evaluation and Explanation of Subjective Tasks
Valerio Basile
2020International Conference of the Italian Association for Artificial Intelligence20 citations
Semantic Scholar
Sentiment Analysis for the Natural Environment: A Systematic Review
Muhammad Okky Ibrohim, C. Bosco, Valerio Basile
2023ACM Computing Surveys17 citations Open access
Semantic Scholar
APPReddit: a Corpus of Reddit Posts Annotated for Appraisal
M. Stranisci, Simona Frenda, Eleonora Ceccaldi, Valerio Basile +2 more
2022International Conference on Language Resources and Evaluation17 citations Open access
Semantic Scholar
Exploring the association between problem drinking and language use on Facebook in young adults
Davide Marengo, Danny Azucar, F. Giannotta, Valerio Basile +1 more
2019Heliyon17 citations Open access
Semantic Scholar
Machine learning algorithms distinguish discrete digital emotional fingerprints for web pages related to back pain
D. Caldo, S. Bologna, L. Conte, Muhammad Saad Amin +8 more
2023Scientific Reports16 citations Open access
Semantic Scholar
A hybrid lexicon-based and neural approach for explainable polarity detection
Marco Polignano, Valerio Basile, Pierpaolo Basile, G. Gabrieli +2 more
2022Information Processing & Management16 citations Open access
Semantic Scholar
Multilingual Irony Detection with Dependency Syntax and Neural Models
Alessandra Teresa Cignarella, Valerio Basile, M. Sanguinetti, C. Bosco +2 more
2020International Conference on Computational Linguistics16 citations Open access
Semantic Scholar
FlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection
Anna Koufakou, Valerio Basile, V. Patti
2020Workshop on Trolling, Aggression and Cyberbullying14 citations
Semantic Scholar
“Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media
A. Capozzi, Mirko Lai, Valerio Basile, Fabio Poletto +8 more
2020Italian Journal of Computational Linguistics13 citations Open access
Semantic Scholar
Leveraging Hate Speech Detection to Investigate Immigration-related Phenomena in Italy
Kamal Florio, Valerio Basile, Mirko Lai, V. Patti
20192019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)13 citations
Semantic Scholar