A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. - Francesco Archetti; P. Campanelli; Elisabetta Fersini; Enza Messina (FQAS, 2006)

Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain. - Francesco Archetti; Gaia Arosio; Elisabetta Fersini; Enza Messina (ICT4Justice, 2008)

Granular modeling of web documents: impact on information retrieval systems. - Elisabetta Fersini; Enza Messina; Francesco Archetti (WIDM, 2008)

Enhancing web page classification through image-block importance analysis. - Elisabetta Fersini; Enza Messina; Francesco Archetti (Inf. Process. Manag., 2008)

Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification. - Elisabetta Fersini; Enza Messina; Francesco Archetti (Web Intelligence/IAT Workshops, 2009)

Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting. - Elisabetta Fersini; Gaia Arosio; Enza Messina; Francesco Archetti; Daniele Toscani (ICT4Justice, 2009)

Managing Knowledge Extraction and Retrieval from Multimedia Contents: a Case Study in Judicial Domain. - Elisabetta Fersini; Mauro Cislaghi; Roberto Mazzilli; Fabrizio Callegaro; Stefano Somaschini; Roberto Muscillo; Domenico Pellegrini (ICT4Justice, 2009)

Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach. - Elisabetta Fersini; Enza Messina; Gaia Arosio; Francesco Archetti (MLDM, 2009)

Semantics and Machine Learning: A New Generation of Court Management Systems. - Elisabetta Fersini; Enza Messina; Francesco Archetti; Mauro Cislaghi (IC3K, 2010)

Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. - Elisabetta Fersini; Enza Messina; Daniele Toscani; Francesco Archetti; Mauro Cislaghi (KMIS, 2010)

Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. - Elisabetta Fersini; Enza Messina; Francesco Archetti (ICDM, 2010)

Web Page Classification: A Probabilistic Model with Relational Uncertainty. - Elisabetta Fersini; Enza Messina; Francesco Archetti (IPMU, 2010)

A probabilistic relational approach for web document clustering. - Elisabetta Fersini; Enza Messina; Francesco Archetti (Inf. Process. Manag., 2010)

Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach. - Elisabetta Fersini; Enza Messina; Francesco Archetti; Cristina E. Manfredotti (J. Math. Model. Algorithms, 2010)

Improving the Effectiveness of Multimedia Summarization of Judicial Debates through Ontological Query Expansion. - Elisabetta Fersini; Fabio Sartori (CAiSE Workshops, 2011)

Discovering Gene-Drug Relationships for the Pharmacology of Cancer. - Elisabetta Fersini; Enza Messina; Alberto Leporati (IPMU (2), 2012)

Semantic storyboard of judicial debates: a novel multimedia summarization environment. - Elisabetta Fersini; Fabio Sartori (Program, 2012)

Emotional states in judicial courtrooms: An experimental investigation. - Elisabetta Fersini; Enza Messina; Francesco Archetti (Speech Commun., 2012)

Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion. - Federico Alberto Pozzi; Elisabetta Fersini; Enza Messina; Daniele Blanc (WOA@AI*IA, 2013)

Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations. - Federico Alberto Pozzi; Daniele Maccagnola; Elisabetta Fersini; Enza Messina (AI*IA, 2013)

Named Entities in Judicial Transcriptions: Extended Conditional Random Fields. - Elisabetta Fersini; Enza Messina (CICLing (1), 2013)

Ontology-driven Data Acquisition: Intelligent Support to Legal ODR Systems. - Gaia Arosio; Giuliana Bagnara; Nicola Capuano; Elisabetta Fersini; Daniele Toti (JURIX, 2013)

Bayesian Model Averaging and Model Selection for Polarity Classification. - Federico Alberto Pozzi; Elisabetta Fersini; Enza Messina (NLDB, 2013)

Named entity recognition using conditional random fields with non-local relational constraints. - Flavio Massimiliano Cecchini; Elisabetta Fersini (CoRR, 2013)

Web Page Classification through Probabilistic Relational Models. - Elisabetta Fersini; Enza Messina (Int. J. Pattern Recognit. Artif. Intell., 2013)

eMediation - Towards Smart Online Dispute Resolution. - Elisabetta Fersini; Enza Messina; L. Manenti; Giuliana Bagnara; Soufiane El Jelali; Gaia Arosio (KMIS, 2014)

A p-Median approach for predicting drug response in tumour cells. - Elisabetta Fersini; Enza Messina; Francesco Archetti (BMC Bioinform., 2014)

Sentiment analysis: Bayesian Ensemble Learning. - Elisabetta Fersini; Enza Messina; Federico Alberto Pozzi (Decis. Support Syst., 2014)

Soft-constrained inference for Named Entity Recognition. - Elisabetta Fersini; Enza Messina; Giovanni Felici; Dan Roth 001 (Inf. Process. Manag., 2014)

Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. - Elisabetta Fersini; Federico Alberto Pozzi; Enza Messina (DSAA, 2015)

Word Sense Discrimination on Tweets: A Graph-based Approach. - Flavio Massimiliano Cecchini; Elisabetta Fersini; Enza Messina (KDIR, 2015)

Overlapping Kernel-based Community Detection with Node Attributes. - Daniele Maccagnola; Elisabetta Fersini; Rabah Djennadi; Enza Messina (KDIR, 2015)

Leveraging Entity Linking to Enhance Entity Recognition in Microblogs. - Pikakshi Manchanda; Elisabetta Fersini; Matteo Palmonari (KDIR, 2015)

Legal retrieval as support to eMediation: matching disputant's case and court decisions. - Soufiane El Jelali; Elisabetta Fersini; Enza Messina (Artif. Intell. Law, 2015)

UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets. - Flavio Massimiliano Cecchini; Elisabetta Fersini; Pikakshi Manchanda; Enza Messina; Debora Nozza; Matteo Palmonari; Cezar Sas (CLiC-it/EVALITA, 2016)

Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. - Debora Nozza; Elisabetta Fersini; Enza Messina (KDIR, 2016)

Deep Learning and Ensemble Methods for Domain Adaptation. - Debora Nozza; Elisabetta Fersini; Enza Messina (ICTAI, 2016)

UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence. - Davide Caliano; Elisabetta Fersini; Pikakshi Manchanda; Matteo Palmonari; Enza Messina (#Microposts, 2016)

Expressive signals in social media languages to improve polarity detection. - Elisabetta Fersini; Enza Messina; Federico Alberto Pozzi (Inf. Process. Manag., 2016)

A Multi-View Sentiment Corpus. - Debora Nozza; Elisabetta Fersini; Enza Messina (EACL (1), 2017)

TWINE: A real-time system for TWeet analysis via INformation Extraction. - Debora Nozza; Fausto Ristagno; Matteo Palmonari; Elisabetta Fersini; Pikakshi Manchanda; Enza Messina (EACL (Software Demonstrations), 2017)

Actively Learning to Rank Semantic Associations for Personalized Contextual Exploration of Knowledge Graphs. - Federico Bianchi 001; Matteo Palmonari; Marco Cremaschi; Elisabetta Fersini (ESWC (1), 2017)

Towards adaptation of named entity classification. - Pikakshi Manchanda; Elisabetta Fersini; Matteo Palmonari; Debora Nozza; Enza Messina (SAC, 2017)

Earthquake management: a decision support system based on natural language processing. - Elisabetta Fersini; Enza Messina; Federico Alberto Pozzi (J. Ambient Intell. Humaniz. Comput., 2017)

Approval network: a novel approach for sentiment analysis in social networks. - Elisabetta Fersini; Federico Alberto Pozzi; Enza Messina (World Wide Web, 2017)

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 001 (DSAA, 2018)

Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI). - Elisabetta Fersini; Debora Nozza; Paolo Rosso (EVALITA@CLiC-it, 2018)

Multimodal Classification of Sexist Advertisements. - Francesca Gasparini; Ilaria Erba; Elisabetta Fersini; Silvia Corchs (ICETE (1), 2018)

Adapting Named Entity Types to New Ontologies in a Microblogging Environment. - Elisabetta Fersini; Pikakshi Manchanda; Enza Messina; Debora Nozza; Matteo Palmonari (IEA/AIE, 2018)

Automatic Identification and Classification of Misogynistic Language on Twitter. - Maria Anzovino; Elisabetta Fersini; Paolo Rosso (NLDB, 2018)

Overview of the Task on Automatic Misogyny Identification at IberEval 2018. - Elisabetta Fersini; Paolo Rosso; Maria Anzovino (IberEval@SEPLN, 2018)

A comparison of graph-based word sense induction clustering algorithms in a pseudoword evaluation framework. - Flavio Massimiliano Cecchini; Martin Riedl 002; Elisabetta Fersini; Chris Biemann (Lang. Resour. Evaluation, 2018)

Detecting Sexist MEME On The Web: A Study on Textual and Visual Cues. - Elisabetta Fersini; Francesca Gasparini; Silvia Corchs (ACII Workshops, 2019)

Word Embeddings for Unsupervised Named Entity Linking. - Debora Nozza; Cezar Sas; Elisabetta Fersini; Enza Messina (KSEM (2), 2019)

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. - Valerio Basile; Cristina Bosco; Elisabetta Fersini; Debora Nozza; Viviana Patti; Francisco Manuel Rangel Pardo; Paolo Rosso; Manuela Sanguinetti (SemEval@NAACL-HLT, 2019)

Unintended Bias in Misogyny Detection. - Debora Nozza; Claudia Volpetti; Elisabetta Fersini (WI, 2019)

Computers & operations research. - Enza Messina; Elisabetta Fersini; Daniele Vigo; Francesca Guerriero (Comput. Oper. Res., 2019)

Ensemble learning on visual and textual data for social image emotion classification. - Silvia Corchs; Elisabetta Fersini; Francesca Gasparini (Int. J. Mach. Learn. Cybern., 2019)

Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. - Silvia Terragni; Debora Nozza; Elisabetta Fersini; Enza Messina (Insights, 2020)

Profiling Fake News Spreaders: Stylometry, Personality, Emotions and Embeddings. - Elisabetta Fersini; Justin Armanini; Michael D'Intorni (CLEF (Working Notes), 2020)

AMI @ EVALITA2020: Automatic Misogyny Identification. - Elisabetta Fersini; Debora Nozza; Paolo Rosso (EVALITA, 2020)

Profiling Italian Misogynist: An Empirical Study. - Elisabetta Fersini; Debora Nozza; Giulia Boifava (ResTUP@LREC, 2020)

Relational Bayesian Model Averaging for Sentiment Analysis in Social Networks. - Mauro Maria Baldi; Elisabetta Fersini; Enza Messina (LOD (1), 2020)

CAGE: Constrained deep Attributed Graph Embedding. - Debora Nozza; Elisabetta Fersini; Enza Messina (Inf. Sci., 2020)

Constrained Relational Topic Models. - Silvia Terragni; Elisabetta Fersini; Enza Messina (Inf. Sci., 2020)

Misogynous MEME Recognition: A Preliminary Study. - Elisabetta Fersini; Giulia Rizzi; Aurora Saibene; Francesca Gasparini (AI*IA, 2021)

Profiling Hate Speech Spreaders on Twitter Task at PAN 2021. - Francisco Rangel; Gretel Liz De la Peña Sarracén; Berta Chulvi; Elisabetta Fersini; Paolo Rosso (CLEF (Working Notes), 2021)

Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss? - Elisabetta Fersini; Luca Rosato; Antonio Candelieri; Francesco Archetti; Enza Messina (CLiC-it, 2021)

OCTIS 2.0: Optimizing and Comparing Topic Models in Italian Is Even Simpler! - Silvia Terragni; Elisabetta Fersini (CLiC-it, 2021)

Cross-lingual Contextualized Topic Models with Zero-shot Learning. - Federico Bianchi 001; Silvia Terragni; Dirk Hovy; Debora Nozza; Elisabetta Fersini (EACL, 2021)

OCTIS: Comparing and Optimizing Topic models is Simple! - Silvia Terragni; Elisabetta Fersini; Bruno Giovanni Galuzzi; Pietro Tropeano; Antonio Candelieri (EACL (System Demonstrations), 2021)

On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm. - Lorenzo Famiglini; Elisabetta Fersini; Paolo Rosso (NLDB, 2021)

Word Embedding-Based Topic Similarity Measures. - Silvia Terragni; Elisabetta Fersini; Enza Messina (NLDB, 2021)

An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures. - Silvia Terragni; Elisabetta Fersini (RANLP, 2021)

Benchmark dataset of memes with text transcriptions for automatic detection of multi-modal misogynistic content. - Francesca Gasparini; Giulia Rizzi; Aurora Saibene; Elisabetta Fersini (CoRR, 2021)

LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems. - Debora Nozza; Pikakshi Manchanda; Elisabetta Fersini; Matteo Palmonari; Enza Messina (Inf. Process. Manag., 2021)

A novel framework based on network embedding for the simulation and analysis of disease progression. - Francesco Chiodo; Mario Torchia; Enza Messina; Elisabetta Fersini; Tommaso Mazza; Pietro Hiram Guzzi (BIBM, 2022)

Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, and Style Change Detection. - Janek Bevendorff; Berta Chulvi; Elisabetta Fersini; Annina Heini; Mike Kestemont; Krzysztof Kredens; Maximilian Mayerl; Reynier Ortega-Bueno; Piotr Pezik; Martin Potthast; Francisco Rangel; Paolo Rosso; et al. (CLEF, 2022)

Profiling Irony and Stereotype Spreaders on Twitter (IROSTEREO). Overview for PAN at CLEF 2022. - Reynier Ortega Bueno; Berta Chulvi; Francisco Rangel; Paolo Rosso; Elisabetta Fersini (CLEF (Working Notes), 2022)

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; et al. (ECIR (2), 2022)

Deep Attributed Graph Embeddings. - Elisabetta Fersini; Simone Paolo Mottadelli; Michele Carbonera; Enza Messina (MDAI, 2022)

SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification. - Elisabetta Fersini; Francesca Gasparini; Giulia Rizzi; Aurora Saibene; Berta Chulvi; Paolo Rosso; Alyssa Lees; Jeffrey Sorensen (SemEval@NAACL, 2022)

One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization. - Silvia Terragni; Ismail Harrando; Pasquale Lisena; Raphaël Troncy; Elisabetta Fersini (CoRR, 2022)

AI-UPV at EXIST 2023 - Sexism Characterization Using Large Language Models Under The Learning with Disagreement Regime. - Angel Felipe Magnossão de Paula; Giulia Rizzi; Elisabetta Fersini; Damiano Spina (CLEF (Working Notes), 2023)

Integrated Gradients as Proxy of Disagreement in Hateful Content. - Alessandro Astorino; Giulia Rizzi; Elisabetta Fersini (CLiC-it, 2023)

Bias Mitigation in Misogynous Meme Recognition: A Preliminary Study. - Gianmaria Balducci; Giulia Rizzi; Elisabetta Fersini (CLiC-it, 2023)

Cross-Domain and Cross-Language Irony Detection: The Impact of Bias on Models' Generalization. - Reynier Ortega-Bueno; Paolo Rosso; Elisabetta Fersini (NLDB, 2023)

On the Generalization of Projection-Based Gender Debiasing in Word Embedding. - Elisabetta Fersini; Antonio Candelieri; Lorenzo Pastore (RANLP, 2023)

MIND at SemEval-2023 Task 11: From Uncertain Predictions to Subjective Disagreement. - Giulia Rizzi; Alessandro Astorino; Daniel Scalena; Paolo Rosso; Elisabetta Fersini (SemEval@ACL, 2023)

AI-UPV at EXIST 2023 - Sexism Characterization Using Large Language Models Under The Learning with Disagreements Regime. - Angel Felipe Magnossão de Paula; Giulia Rizzi; Elisabetta Fersini; Damiano Spina (CoRR, 2023)

Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence. - Daniel Scalena; Gabriele Sarti; Malvina Nissim; Elisabetta Fersini (CoRR, 2023)

The role of hyper-parameters in relational topic models: Prediction capabilities vs topic quality. - Silvia Terragni; Antonio Candelieri; Elisabetta Fersini (Inf. Sci., 2023)

Recognizing misogynous memes: Biased models and tricky archetypes. - Giulia Rizzi; Francesca Gasparini; Aurora Saibene; Paolo Rosso; Elisabetta Fersini (Inf. Process. Manag., 2023)

A Contrastive Learning Based Approach to Detect Sexism in Memes. - Fariha Maqbool; Elisabetta Fersini (CLEF (Working Notes), 2024)

PINK at EXIST2024: A Cross-Lingual and Multi-Modal Transformer Approach for Sexism Detection in Memes. - Giulia Rizzi; David Gimeno-Gómez; Elisabetta Fersini; Carlos D. Martínez-Hinarejos (CLEF (Working Notes), 2024)

From Explanation to Detection: Multimodal Insights into Disagreement in Misogynous Memes. - Giulia Rizzi; Paolo Rosso; Elisabetta Fersini (CLiC-it, 2024)

A Gentle Push Funziona Benissimo: Making Instructed Models in Italian via Contrastive Activation Steering. - Daniel Scalena; Elisabetta Fersini; Malvina Nissim (CLiC-it, 2024)

Exploring Neural Topic Modeling on a Classical Latin Corpus. - Ginevra Martinelli; Paola Impicciché; Elisabetta Fersini; Francesco Mambrini; Marco Passarotti (LREC/COLING, 2024)

Unraveling Disagreement Constituents in Hateful Speech. - Giulia Rizzi; Alessandro Astorino; Paolo Rosso; Elisabetta Fersini (ECIR (4), 2024)

Towards a Semantic Document Management System for Public Administration. - Carlo Batini; Gaetano Santucci; Matteo Palmonari; Valerio Bellandi; Elisabetta Fersini; Fabio Zanzotto; Barbara Pernici; Giancarlo Vecchi; Stefano Ronchi (Ital-IA, 2024)

Multimodal Hate Speech Detection in Memes from Mexico using BLIP. - Fariha Maqbool; Elisabetta Fersini (IberLEF@SEPLN, 2024)

Dynamic User Profiling for Personalized Tourism Recommendations Using Reinforcement Learning Models. - Tommaso Ferrario; Elisabetta Fersini; Enza Messina; Gabriele Sormani (AINA (7), 2025)

Leveraging Topic Models to Extract Tourist Preference from Points of Interest Descriptions. - Elisabetta Fersini; Enza Messina; Francesca Pulerà (AINA (7), 2025)

Is a bunch of words enough to detect disagreement in hateful content? - Giulia Rizzi; Paolo Rosso; Elisabetta Fersini (COLING Workshops, 2025)

Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning Approach. - Gianmaria Balducci; Elisabetta Fersini; Enza Messina (NLDB (2), 2025)

On the Robustness of Transformer-Based Models to Different Linguistic Perturbations: A Case of Study in Irony Detection. - Reynier Ortega Bueno; Elisabetta Fersini; Paolo Rosso (Expert Syst. J. Knowl. Eng., 2025)

Steering Large Language Models for Machine Translation Personalization. - Daniel Scalena; Gabriele Sarti; Arianna Bisazza; Elisabetta Fersini; Malvina Nissim (CoRR, 2025)

LeWiDi-2025 at NLPerspectives: The Third Edition of the Learning with Disagreements Shared Task. - Elisa Leonardelli; Silvia Casola; Siyao Peng; Giulia Rizzi; Valerio Basile; Elisabetta Fersini; Diego Frassinelli; Hyewon Jang; Maja Pavlovic; Barbara Plank; Massimo Poesio (CoRR, 2025)

EAGER: Entropy-Aware GEneRation for Adaptive Inference-Time Scaling. - Daniel Scalena; Leonidas Zotos; Elisabetta Fersini; Malvina Nissim; Ahmet Üstün (CoRR, 2025)