| 2026 | AVI | V-RECS: a NL2Vis Recommender for Chart Generation with Explanations, Captioning, and Suggestions. | Luca Podo, Paola Velardi, Marco Angelini |
| 2025 | CIKM | AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence. | Davide Gabrielli, Bardh Prenkaj, Paola Velardi, Stefano Faralli |
| 2025 | ECAI | TRADES: Generating Realistic Market Simulations with Diffusion Models. | Leonardo Berti, Bardh Prenkaj, Paola Velardi |
| 2023 | HCI | A Greed(y) Training Strategy to Attract High School Girls to Undertake Studies in ICT. | Tiziana Catarci, Barbara Polidori, Daniel Raffini, Paola Velardi |
| 2022 | ADBIS | Neural Word Sense Disambiguation to Prune a Large Knowledge Graph of the Italian Cultural Heritage. | Erica Faggiani, Stefano Faralli, Paola Velardi |
| 2022 | AVI | AnomalyByClick: An Interactive Visualization Tool for Monitoring Activities of Daily Living and Anomaly Annotation. | Luca Podo, Paola Velardi |
| 2022 | CIKM | Plotly.plus, an Improved Dataset for Visualization Recommendation. | Luca Podo, Paola Velardi |
| 2022 | LREC | A Large Interlinked Knowledge Graph of the Italian Cultural Heritage. | Stefano Faralli, Andrea Lenzi, Paola Velardi |
| 2022 | SAC | Collaborative is better than adversarial: generative cooperative networks for topic clustering. | Andrea Lenzi, Paola Velardi |
| 2021 | SAC | C | Dario Aragona, Luca Podo, Bardh Prenkaj, Paola Velardi |
| 2020 | CIKM | A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction. | Bardh Prenkaj, Paola Velardi, Damiano Distante, Stefano Faralli |
| 2020 | LREC | Multiple Knowledge GraphDB (MKGDB). | Stefano Faralli, Paola Velardi, Farid Yusifli |
| 2020 | SAC | Predicting disease genes for complex diseases using random watcher-walker. | Lorenzo Madeddu, Giovanni Stilo, Paola Velardi |
| 2018 | IJCAI | Efficient Pruning of Large Knowledge Graphs. | Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi |
| 2018 | LREC | A Large Multilingual and Multi-domain Dataset for Recommender Systems. | Giorgia Di Tommaso, Stefano Faralli, Paola Velardi |
| 2018 | SAC | What to write and why: a recommender for news media. | Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi |
| 2017 | CSCWD | Detecting network leaders in enterprises. | Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi |
| 2017 | ECIR | Capturing Users' Information and Communication Needs for the Press Officers. | Giovanni Stilo, Christian Morbidoni, Alessandro Cucchiarelli, Paola Velardi |
| 2017 | EMNLP | What to Write? A topic recommender for journalists. | Alessandro Cucchiarelli, Christian Morbidoni, Giovanni Stilo, Paola Velardi |
| 2017 | ICWSM | A Gendered Analysis of Leadership in Enterprise Social Networks. | Giorgia Di Tommaso, Giovanni Stilo, Paola Velardi |
| 2016 | ICDM | Semantic Enabled Recommender System for Micro-Blog Users. | Stefano Faralli, Giorgia Di Tommaso, Paola Velardi |
| 2015 | BigData | A Semantic Recommender for Micro-blog Users. | Stefano Faralli, Giovanni Stilo, Paola Velardi |
| 2015 | IJCAI | Large Scale Homophily Analysis in Twitter Using a Twixonomy. | Stefano Faralli, Giovanni Stilo, Paola Velardi |
| 2014 | EKAW | Temporal Semantics: Time-Varying Hashtag Sense Clustering. | Giovanni Stilo, Paola Velardi |
| 2013 | RANLP | Automated learning of everyday patients' language for medical blogs analytics. | Giovanni Stilo, Moreno De Vincenzi, Alberto E. Tozzi, Paola Velardi |
| 2012 | LREC | A New Method for Evaluating Automatically Learned Terminological Taxonomies. | Paola Velardi, Roberto Navigli, Stefano Faralli, Juana Mara Ruiz-Martnez |
| 2011 | IJCAI | A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch. | Roberto Navigli, Paola Velardi, Stefano Faralli |
| 2010 | ACL | Learning Word-Class Lattices for Definition and Hypernym Extraction. | Roberto Navigli, Paola Velardi |
| 2010 | LREC | An Annotated Dataset for Extracting Definitions and Hypernyms from the Web. | Roberto Navigli, Paola Velardi, Juana Mara Ruiz-Martnez |
| 2008 | ECAI | Content-Based Social Network Analysis. | Paola Velardi, Roberto Navigli, Alessandro Cucchiarelli, Mirco Curzi |
| 2008 | PRICAI | Advancing Topic Ontology Learning through Term Extraction. | Blaz Fortuna, Nada Lavrac, Paola Velardi |
| 2007 | IJCAI | Semantic Indexing of a Competence Map to Support Scientific Collaboration in a Research Community. | Paola Velardi, Roberto Navigli, Michal Petit |
| 2006 | ACL | Enriching a Formal Ontology with a Thesaurus: an Application in the Cultural Heritage Domain. | Roberto Navigli, Paola Velardi |
| 2006 | EKAW | Ontology Enrichment Through Automatic Semantic Annotation of On-Line Glossaries. | Roberto Navigli, Paola Velardi |
| 2005 | CaiSE | Detecting The Emergence Of New Concepts In Web Communities. | Pierluigi D'Amadio, Paola Velardi |
| 2004 | CaiSE | A knowledge-based approach to ontology learning and semantic annotation. | Roberto Navigli, Paola Velardi |
| 2004 | COLING | Quantitative and Qualitative Evaluation of the OntoLearn Ontology Learning System. | Roberto Navigli, Paola Velardi, Alessandro Cucchiarelli, Francesca Neri |
| 2004 | LREC | Automatic Generation of Glosses in the OntoLearn System. | Alessandro Cucchiarelli, Roberto Navigli, Francesca Neri, Paola Velardi |
| 2003 | CoopIS | The OntoWordNet Project: Extension and Axiomatization of Conceptual Relations in WordNet. | Aldo Gangemi, Roberto Navigli, Paola Velardi |
| 2002 | LREC | Automatic Adaptation of WordNet to Domains. | Roberto Navigli, Paola Velardi |
| 2001 | ACL | Identification of Relevant Terms to Support the Construction of Domain Ontologies. | Paola Velardi, Michele Missikoff, Roberto Basili |
| 2001 | FOIS | Using text processing techniques to automatically enrich a domain ontology. | Paola Velardi, Paolo Fabriani, Michele Missikoff |
| 2000 | ECAI | A Theoretical Analysis of Context-based Learning Algorithms or Word Sense Disambiguation. | Paola Velardi, Alessandro Cucchiarelli |
| 2000 | LREC | Will Very Large Corpora Play For Semantic Disambiguation The Role That Massive Computing Power Is Playing For Other AI-Hard Problems? | Alessandro Cucchiarelli, Enrico Faggioli, Paola Velardi |
| 2000 | SIGIR | Automatic adaptation of proper noun dictionaries through cooperation of machine learning and probabilistic methods. | Georgios Petasis, Alessandro Cucchiarelli, Paola Velardi, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos |
| 1998 | ACL | Automatic Semantic Tagging of Unknown Proper Names. | Alessandro Cucchiarelli, Danilo Luzi, Paola Velardi |
| 1998 | COLING | Automatic Adaptation of WordNet to Sublanguages and to Computational Tasks. | Roberto Basili, Alessandro Cucchiarelli, Carlo Consoli, Maria Teresa Pazienza, Paola Velardi |
| 1998 | LREC | Using corpus evidence for automatic gazetteer extension. | Alessandro Cucchiarelli, Danilo Luzi, Paola Velardi |
| 1996 | EMNLP | Unsupervised Learning of Syntactic Knowledge: Methods and Measures. | Roberto Basili, Alessandro Marziali, Maria Teresa Pazienza, Paola Velardi |
| 1994 | COLING | A "not-so-shallow" parser for collocational analysis. | Roberto Basili, Maria Teresa Pazienza, Paola Velardi |
| 1990 | COLING | Why Human Translators Still Sleep In Peace? (Four Engineering And Linguistic Gaps In NLP). | Paola Velardi |
| 1989 | ACL | Computer Aided Interpretation of Lexical Coocurrences. | Paola Velardi, Maria Teresa Pazienza |
| 1988 | ER | Interfaces for Advanced Data Base Systems: Iconic, Graphical, Natural Language Oriented - Panel. | Stefano Spaccapietra, Yirki Nummenmaa, Rainer Melchert, Michael Schrefl, Paola Velardi |
| 1987 | EACL | A Structured Representation Of Word-Senses For Semantic Analysis. | Maria Teresa Pazienza, Paola Velardi |