| 2026 | EACL | Steering Large Language Models for Machine Translation Personalization. | Daniel Scalena, Gabriele Sarti, Arianna Bisazza, Elisabetta Fersini, Malvina Nissim |
| 2025 | AINA | Dynamic User Profiling for Personalized Tourism Recommendations Using Reinforcement Learning Models. | Tommaso Ferrario, Elisabetta Fersini, Enza Messina, Gabriele Sormani |
| 2025 | AINA | Leveraging Topic Models to Extract Tourist Preference from Points of Interest Descriptions. | Elisabetta Fersini, Enza Messina, Francesca Puler |
| 2025 | COLING | Is a bunch of words enough to detect disagreement in hateful content? | Giulia Rizzi, Paolo Rosso, Elisabetta Fersini |
| 2025 | NLDB | Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning Approach. | Gianmaria Balducci, Elisabetta Fersini, Enza Messina |
| 2025 | RANLP | C-SHAP: Collocation-Aware Explanations for Financial NLP. | Martina Menzio, Elisabetta Fersini, Davide Paris |
| 2025 | RANLP | Financial News as a Proxy of European Central Bank Interest Rate Adjustments. | Davide Paris, Martina Menzio, Elisabetta Fersini |
| 2024 | COLING | Exploring Neural Topic Modeling on a Classical Latin Corpus. | Ginevra Martinelli, Paola Impiccich, Elisabetta Fersini, Francesco Mambrini, Marco Passarotti |
| 2024 | ECIR | Unraveling Disagreement Constituents in Hateful Speech. | Giulia Rizzi, Alessandro Astorino, Paolo Rosso, Elisabetta Fersini |
| 2023 | NLDB | Cross-Domain and Cross-Language Irony Detection: The Impact of Bias on Models' Generalization. | Reynier Ortega-Bueno, Paolo Rosso, Elisabetta Fersini |
| 2023 | RANLP | On the Generalization of Projection-Based Gender Debiasing in Word Embedding. | Elisabetta Fersini, Antonio Candelieri, Lorenzo Pastore |
| 2022 | ECIR | Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection - Extended Abstract. | Janek Bevendorff, Berta Chulvi, Elisabetta Fersini, Annina Heini, Mike Kestemont, Krzysztof Kredens, Maximilian Mayerl, Reyner Ortega-Bueno, Piotr Pezik, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle |
| 2022 | MDAI | Deep Attributed Graph Embeddings. | Elisabetta Fersini, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina |
| 2021 | EACL | Cross-lingual Contextualized Topic Models with Zero-shot Learning. | Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini |
| 2021 | EACL | OCTIS: Comparing and Optimizing Topic models is Simple! | Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri |
| 2021 | NLDB | On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm. | Lorenzo Famiglini, Elisabetta Fersini, Paolo Rosso |
| 2021 | NLDB | Word Embedding-Based Topic Similarity Measures. | Silvia Terragni, Elisabetta Fersini, Enza Messina |
| 2021 | RANLP | An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures. | Silvia Terragni, Elisabetta Fersini |
| 2020 | LREC | Profiling Italian Misogynist: An Empirical Study. | Elisabetta Fersini, Debora Nozza, Giulia Boifava |
| 2019 | ACII | Detecting Sexist MEME On The Web: A Study on Textual and Visual Cues. | Elisabetta Fersini, Francesca Gasparini, Silvia Corchs |
| 2019 | KSEM | Word Embeddings for Unsupervised Named Entity Linking. | Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina |
| 2018 | DSAA | SeCredISData 2018: Special Session on Sentiment, Emotion, and Credibility of Information in Social Data. | Farah Benamara, Cristina Bosco, Elisabetta Fersini, Gabriella Pasi, Viviana Patti, Marco Viviani |
| 2018 | NLDB | Automatic Identification and Classification of Misogynistic Language on Twitter. | Maria Anzovino, Elisabetta Fersini, Paolo Rosso |
| 2017 | EACL | A Multi-View Sentiment Corpus. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2017 | EACL | TWINE: A real-time system for TWeet analysis via INformation Extraction. | Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina |
| 2017 | SAC | Towards adaptation of named entity classification. | Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina |
| 2016 | IC3K | Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2016 | ICTAI | Deep Learning and Ensemble Methods for Domain Adaptation. | Debora Nozza, Elisabetta Fersini, Enza Messina |
| 2015 | DSAA | Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. | Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina |
| 2015 | IC3K | Word Sense Discrimination on Tweets: A Graph-based Approach. | Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina |
| 2015 | IC3K | Overlapping Kernel-based Community Detection with Node Attributes. | Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina |
| 2015 | IC3K | Leveraging Entity Linking to Enhance Entity Recognition in Microblogs. | Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari |
| 2014 | IC3K | eMediation - Towards Smart Online Dispute Resolution. | Elisabetta Fersini, Enza Messina, L. Manenti, Giuliana Bagnara, Soufiane El Jelali, Gaia Arosio |
| 2013 | CICLING | Named Entities in Judicial Transcriptions: Extended Conditional Random Fields. | Elisabetta Fersini, Enza Messina |
| 2013 | JURIX | Ontology-driven Data Acquisition: Intelligent Support to Legal ODR Systems. | Gaia Arosio, Giuliana Bagnara, Nicola Capuano, Elisabetta Fersini, Daniele Toti |
| 2013 | NLDB | Bayesian Model Averaging and Model Selection for Polarity Classification. | Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina |
| 2012 | IPMU | Discovering Gene-Drug Relationships for the Pharmacology of Cancer. | Elisabetta Fersini, Enza Messina, Alberto Leporati |
| 2011 | CaiSE | Improving the Effectiveness of Multimedia Summarization of Judicial Debates through Ontological Query Expansion. | Elisabetta Fersini, Fabio Sartori |
| 2010 | IC3K | Semantics and Machine Learning: A New Generation of Court Management Systems. | Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi |
| 2010 | IC3K | Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. | Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi |
| 2010 | IPMU | Web Page Classification: A Probabilistic Model with Relational Uncertainty. | Elisabetta Fersini, Enza Messina, Francesco Archetti |
| 2006 | FQAS | A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. | Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina |