
Valerio Basile
Associate Professor @ University of Turin
perspectivism
data augmentation
subjectivity
crowdsourcing
multilinguality
machine learning
pre-trained language model
language resource
italian
hierarchical classification
applications
offensive language
learning with disagreements
domain adaptive retraining
benchmark
11
presentations
7
number of views
1
citations
SHORT BIO
Valerio Basile is an Assistant Professor at the Computer Science Department of the University of Turin, Italy, member of the Content-centered Computing group and the Hate Speech Monitoring group. His work spans across several areas such as: formal representations of meaning, linguistic annotation, natural language generation, commonsense knowledge, semantic parsing, sentiment analysis, and hate speech detection, perspectives and bias in supervised machine learning, from data creation to system evaluation. He is currently PI of the project BREAKhateDOWN "Toxic Language Understanding in Online Communication", and among the main proponents of the Perspectivist Data Manifesto: https://pdai.info
Presentations

I'm sure you're a real scholar yourself: Exploring Ironic Content Generation by Large Language Models
Pier Felice Balestrucci and 4 other authors

Label Augmentation for Zero-Shot Hierarchical Text Classification
Lorenzo Paletto and 2 other authors

MultiPICo: Multilingual Perspectivist Irony Corpus
Silvia Casola and 10 other authors

Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks
Negar Mokhberian and 5 other authors

Confidence-based Ensembling of Perspective-aware Models
Silvia Casola and 6 other authors

SemEval-2023 Task 11: Learning with Disagreements (LeWiDi)
Elisa Leonardelli and 8 other authors

UINAUIL: A Unified Benchmark for Italian Natural Language Understanding
Valerio Basile and 4 other authors

EPIC: Multi-Perspective Annotation of a Corpus of Irony
Valerio Basile and 10 other authors

Toward a Perspectivist Turn in Ground Truthing for Predictive Computing
Andrea Campagner and 2 other authors

HateBERT: Retraining BERT for Abusive Language Detection in English
Tommaso Caselli and 3 other authors

Retraining mBERT on Social Media and Fine-tuned Offensive Language Models
Tommaso Caselli and 4 other authors