| 2026 | FlAIRS | The Role of Emotions - Investigating Communicative Roles in Models and Data for Emotion Recognition. | Timothy Meinert, Valerio Basile, Anna Koufakou |
| 2026 | LREC | Bootstrapping NLP for Sakha: Named Entity Recognition and Sentiment Analysis in an Extremely Low-Resource Setting. | Mariia Everstova, Nikolai Efimov, Valerio Basile |
| 2026 | LREC | Multilingual Structured Sentiment Analysis for Environmental Sustainability. | Muhammad Okky Ibrohim, Tommaso Caselli, Cristina Bosco, Valerio Basile |
| 2025 | ACL | Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs. | Samuele D'Avenia, Valerio Basile |
| 2025 | ACL | WebNLG-IT: Construction of an aligned RDF-Italian corpus through Machine Translation techniques. | Michael Oliverio, Pier Felice Balestrucci, Alessandro Mazzei, Valerio Basile |
| 2025 | EMNLP | PERSEVAL: A Framework for Perspectivist Classification Evaluation. | Soda Marem Lo, Silvia Casola, Erhan Sezerer, Valerio Basile, Franco Sansonetti, Antonio Uva, Davide Bernardi |
| 2025 | LDK | LiITA: a Knowledge Base of Interoperable Resources for Italian. | Eleonora Litta, Marco Carlo Passarotti, Valerio Basile, Cristina Bosco, Andrea Di Fabio, Paolo Brasolin |
| 2024 | ACL | MultiPICo: Multilingual Perspectivist Irony Corpus. | Silvia Casola, Simona Frenda, Soda Marem Lo, Erhan Sezerer, Antonio Uva, Valerio Basile, Cristina Bosco, Alessandro Pedrani, Chiara Rubagotti, Viviana Patti, Davide Bernardi |
| 2024 | ACL | Label Augmentation for Zero-Shot Hierarchical Text Classification. | Lorenzo Paletto, Valerio Basile, Roberto Esposito |
| 2024 | COLING | QUEEREOTYPES: A Multi-Source Italian Corpus of Stereotypes towards LGBTQIA+ Community Members. | Alessandra Teresa Cignarella, Manuela Sanguinetti, Simona Frenda, Andrea Marra, Cristina Bosco, Valerio Basile |
| 2024 | EMNLP | I'm sure you're a real scholar yourself: Exploring Ironic Content Generation by Large Language Models. | Pier Felice Balestrucci, Silvia Casola, Soda Marem Lo, Valerio Basile, Alessandro Mazzei |
| 2024 | NAACL | Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks. | Negar Mokhberian, Myrl G. Marmarelis, Frederic R. Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman |
| 2023 | AAAI | Toward a Perspectivist Turn in Ground Truthing for Predictive Computing. | Federico Cabitza, Andrea Campagner, Valerio Basile |
| 2023 | ACL | UINAUIL: A Unified Benchmark for Italian Natural Language Understanding. | Valerio Basile, Livio Bioglio, Alessio Bosca, Cristina Bosco, Viviana Patti |
| 2023 | ACL | EPIC: Multi-Perspective Annotation of a Corpus of Irony. | Simona Frenda, Alessandro Pedrani, Valerio Basile, Soda Marem Lo, Alessandra Teresa Cignarella, Raffaella Panizzon, Cristina Marco, Bianca Scarlini, Viviana Patti, Cristina Bosco, Davide Bernardi |
| 2023 | EMNLP | Confidence-based Ensembling of Perspective-aware Models. | Silvia Casola, Soda Marem Lo, Valerio Basile, Simona Frenda, Alessandra Teresa Cignarella, Viviana Patti, Cristina Bosco |
| 2023 | WWW | The DEEP Sensorium: a multidimensional approach to sensory domain labelling. | Simona Corciulo, Livio Bioglio, Valerio Basile, Viviana Patti, Rossana Damiano |
| 2022 | LREC | Italian NLP for Everyone: Resources and Models from EVALITA to the European Language Grid. | Valerio Basile, Cristina Bosco, Michael Fell, Viviana Patti, Rossella Varvara |
| 2022 | LREC | Change My Mind: How Syntax-based Hate Speech Recognizer Can Uncover Hidden Motivations Based on Different Viewpoints. | Michele Mastromattei, Valerio Basile, Fabio Massimo Zanzotto |
| 2022 | LREC | APPReddit: a Corpus of Reddit Posts Annotated for Appraisal. | Marco Antonio Stranisci, Simona Frenda, Eleonora Ceccaldi, Valerio Basile, Rossana Damiano, Viviana Patti |
| 2022 | NLDB | Automatically Computing Connotative Shifts of Lexical Items. | Valerio Basile, Tommaso Caselli, Anna Koufakou, Viviana Patti |
| 2021 | RANLP | Litescale: A Lightweight Tool for Best-worst Scaling Annotation. | Valerio Basile, Christian Cagnazzo |
| 2020 | COLING | Multilingual Irony Detection with Dependency Syntax and Neural Models. | Alessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti, Cristina Bosco, Paolo Rosso, Farah Benamara |
| 2020 | HCOMP | Modeling Annotator Perspective and Polarized Opinions to Improve Hate Speech Detection. | Sohail Akhtar, Valerio Basile, Viviana Patti |
| 2020 | LREC | I Feel Offended, Don't Be Abusive! Implicit/Explicit Messages in Offensive and Abusive Language. | Tommaso Caselli, Valerio Basile, Jelena Mitrovic, Inga Kartoziya, Michael Granitzer |
| 2020 | LREC | Do You Really Want to Hurt Me? Predicting Abusive Swearing in Social Media. | Endang Wahyu Pamungkas, Valerio Basile, Viviana Patti |
| 2019 | ACII | Leveraging Hate Speech Detection to Investigate Immigration-related Phenomena in Italy. | Komal Florio, Valerio Basile, Mirko Lai, Viviana Patti |
| 2019 | EMNLP | The DipInfoUniTo Realizer at SRST'19: Learning to Rank and Deep Morphology Prediction for Multilingual Surface Realization. | Alessandro Mazzei, Valerio Basile |
| 2018 | CIKM | Stance Classification for Rumour Analysis in Twitter: Exploiting Affective Information and Conversation Structure. | Endang Wahyu Pamungkas, Valerio Basile, Viviana Patti |
| 2018 | IJCAI | Empirical Analysis of Foundational Distinctions in Linked Open Data. | Luigi Asprino, Valerio Basile, Paolo Ciancarini, Valentina Presutti |
| 2018 | WWW | From MultiJEDI to MOUSSE: Two ERC Projects for Innovating Multilingual Disambiguation and Semantic Parsing of Text. | Valerio Basile, Roberto Navigli |
| 2017 | ICRA | Semantic web-mining and deep vision for lifelong object discovery. | Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio, Nick Hawes, Barbara Caputo |
| 2016 | ECAI | Towards Lifelong Object Learning by Integrating Situated Robot Perception and Semantic Web Mining. | Jay Young, Valerio Basile, Lars Kunze, Elena Cabrio, Nick Hawes |
| 2016 | EKAW | Populating a Knowledge Base with Object-Location Relations Using Distributional Semantics. | Valerio Basile, Soufian Jebbara, Elena Cabrio, Philipp Cimiano |
| 2013 | EMNLP | Elephant: Sequence Labeling for Word and Sentence Segmentation. | Kilian Evang, Valerio Basile, Grzegorz Chrupala, Johan Bos |
| 2012 | EACL | A platform for collaborative semantic annotation. | Valerio Basile, Johan Bos, Kilian Evang, Noortje Venhuizen |
| 2012 | JURIX | An Empirical Approach to the Semantic Representation of Laws. | Adam Z. Wyner, Johan Bos, Valerio Basile, Paulo Quaresma |
| 2012 | LREC | Developing a large semantically annotated corpus. | Valerio Basile, Johan Bos, Kilian Evang, Noortje Venhuizen |