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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

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