Elisabetta Fersini

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 64

Top Topics

Top Venues

CLEF (Working Notes)

Publications

Giulia Rizzi, Alessandro Astorino, Paolo Rosso, Elisabetta Fersini
Unraveling Disagreement Constituents in Hateful Speech. ECIR (4) (2024)
Fariha Maqbool, Elisabetta Fersini
A Contrastive Learning Based Approach to Detect Sexism in Memes. CLEF (Working Notes) (2024)
Ginevra Martinelli, Paola Impicciché, Elisabetta Fersini, Francesco Mambrini, Marco Passarotti
Exploring Neural Topic Modeling on a Classical Latin Corpus. LREC/COLING (2024)
Giulia Rizzi, David Gimeno-Gómez, Elisabetta Fersini, Carlos D. Martínez-Hinarejos
PINK at EXIST2024: A Cross-Lingual and Multi-Modal Transformer Approach for Sexism Detection in Memes. CLEF (Working Notes) (2024)
Reynier Ortega-Bueno, Paolo Rosso, Elisabetta Fersini
Cross-Domain and Cross-Language Irony Detection: The Impact of Bias on Models' Generalization. NLDB (2023)
Giulia Rizzi, Francesca Gasparini, Aurora Saibene, Paolo Rosso, Elisabetta Fersini
Recognizing misogynous memes: Biased models and tricky archetypes. Inf. Process. Manag. 60 (5) (2023)
Gianmaria Balducci, Giulia Rizzi, Elisabetta Fersini
Bias Mitigation in Misogynous Meme Recognition: A Preliminary Study. CLiC-it (2023)
Angel Felipe Magnossão de Paula, Giulia Rizzi, Elisabetta Fersini, Damiano Spina
AI-UPV at EXIST 2023 - Sexism Characterization Using Large Language Models Under The Learning with Disagreement Regime. CLEF (Working Notes) (2023)
Silvia Terragni, Antonio Candelieri, Elisabetta Fersini
The role of hyper-parameters in relational topic models: Prediction capabilities vs topic quality. Inf. Sci. 632 (2023)
Elisabetta Fersini, Antonio Candelieri, Lorenzo Pastore
On the Generalization of Projection-Based Gender Debiasing in Word Embedding. RANLP (2023)
Alessandro Astorino, Giulia Rizzi, Elisabetta Fersini
Integrated Gradients as Proxy of Disagreement in Hateful Content. CLiC-it (2023)
Angel Felipe Magnossão de Paula, Giulia Rizzi, Elisabetta Fersini, Damiano Spina
AI-UPV at EXIST 2023 - Sexism Characterization Using Large Language Models Under The Learning with Disagreements Regime. CoRR (2023)
Giulia Rizzi, Alessandro Astorino, Daniel Scalena, Paolo Rosso, Elisabetta Fersini
MIND at SemEval-2023 Task 11: From Uncertain Predictions to Subjective Disagreement. SemEval@ACL (2023)
Daniel Scalena, Gabriele Sarti, Malvina Nissim, Elisabetta Fersini
Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence. CoRR (2023)
Elisabetta Fersini, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina
Deep Attributed Graph Embeddings. MDAI (2022)
Reynier Ortega Bueno, Berta Chulvi, Francisco Rangel, Paolo Rosso, Elisabetta Fersini
Profiling Irony and Stereotype Spreaders on Twitter (IROSTEREO). Overview for PAN at CLEF 2022. CLEF (Working Notes) (2022)
Francesco Chiodo, Mario Torchia, Enza Messina, Elisabetta Fersini, Tommaso Mazza, Pietro Hiram Guzzi
A novel framework based on network embedding for the simulation and analysis of disease progression. BIBM (2022)
Elisabetta Fersini, Francesca Gasparini, Giulia Rizzi, Aurora Saibene, Berta Chulvi, Paolo Rosso, Alyssa Lees, Jeffrey Sorensen
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification. SemEval@NAACL (2022)
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, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, Eva Zangerle
Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, and Style Change Detection. CLEF (2022)
Silvia Terragni, Ismail Harrando, Pasquale Lisena, Raphaël Troncy, Elisabetta Fersini
One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization. CoRR (2022)
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
Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection - Extended Abstract. ECIR (2) (2022)
Lorenzo Famiglini, Elisabetta Fersini, Paolo Rosso
On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm. NLDB (2021)
Silvia Terragni, Elisabetta Fersini, Enza Messina
Word Embedding-Based Topic Similarity Measures. NLDB (2021)
Elisabetta Fersini, Giulia Rizzi, Aurora Saibene, Francesca Gasparini
Misogynous MEME Recognition: A Preliminary Study. AI*IA (2021)
Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri
OCTIS: Comparing and Optimizing Topic models is Simple! EACL (System Demonstrations) (2021)
Debora Nozza, Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Enza Messina
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems. Inf. Process. Manag. 58 (3) (2021)
Silvia Terragni, Elisabetta Fersini
OCTIS 2.0: Optimizing and Comparing Topic Models in Italian Is Even Simpler! CLiC-it (2021)
Francesca Gasparini, Giulia Rizzi, Aurora Saibene, Elisabetta Fersini
Benchmark dataset of memes with text transcriptions for automatic detection of multi-modal misogynistic content. CoRR (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. EACL (2021)
Silvia Terragni, Elisabetta Fersini
An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures. RANLP (2021)
Francisco Rangel, Gretel Liz De la Peña Sarracén, Berta Chulvi, Elisabetta Fersini, Paolo Rosso
Profiling Hate Speech Spreaders on Twitter Task at PAN 2021. CLEF (Working Notes) (2021)
Elisabetta Fersini, Luca Rosato, Antonio Candelieri, Francesco Archetti, Enza Messina
Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss? CLiC-it (2021)
Elisabetta Fersini, Justin Armanini, Michael D'Intorni
Profiling Fake News Spreaders: Stylometry, Personality, Emotions and Embeddings. CLEF (Working Notes) (2020)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. CoRR (2020)
Debora Nozza, Elisabetta Fersini, Enza Messina
CAGE: Constrained deep Attributed Graph Embedding. Inf. Sci. 518 (2020)
Mauro Maria Baldi, Elisabetta Fersini, Enza Messina
Relational Bayesian Model Averaging for Sentiment Analysis in Social Networks. LOD (1) (2020)
Silvia Terragni, Elisabetta Fersini, Enza Messina
Constrained Relational Topic Models. Inf. Sci. 512 (2020)
Elisabetta Fersini, Debora Nozza, Giulia Boifava
Profiling Italian Misogynist: An Empirical Study. ResTUP@LREC (2020)
Elisabetta Fersini, Debora Nozza, Paolo Rosso
AMI @ EVALITA2020: Automatic Misogyny Identification. EVALITA (2020)
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. Insights (2020)
Silvia Corchs, Elisabetta Fersini, Francesca Gasparini
Ensemble learning on visual and textual data for social image emotion classification. Int. J. Mach. Learn. Cybern. 10 (8) (2019)
Valerio Basile, Cristina Bosco, Elisabetta Fersini, Debora Nozza, Viviana Patti, Francisco Manuel Rangel Pardo, Paolo Rosso, Manuela Sanguinetti
SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter. SemEval@NAACL-HLT (2019)
Debora Nozza, Claudia Volpetti, Elisabetta Fersini
Unintended Bias in Misogyny Detection. WI (2019)
Elisabetta Fersini, Francesca Gasparini, Silvia Corchs
Detecting Sexist MEME On The Web: A Study on Textual and Visual Cues. ACII Workshops (2019)
Enza Messina, Elisabetta Fersini, Daniele Vigo, Francesca Guerriero
Computers & operations research. Comput. Oper. Res. 106 (2019)
Debora Nozza, Cezar Sas, Elisabetta Fersini, Enza Messina
Word Embeddings for Unsupervised Named Entity Linking. KSEM (2) (2019)
Flavio Massimiliano Cecchini, Martin Riedl, Elisabetta Fersini, Chris Biemann
A comparison of graph-based word sense induction clustering algorithms in a pseudoword evaluation framework. Lang. Resour. Evaluation 52 (3) (2018)
Maria Anzovino, Elisabetta Fersini, Paolo Rosso
Automatic Identification and Classification of Misogynistic Language on Twitter. NLDB (2018)
Farah Benamara, Cristina Bosco, Elisabetta Fersini, Gabriella Pasi, Viviana Patti, Marco Viviani
SeCredISData 2018: Special Session on Sentiment, Emotion, and Credibility of Information in Social Data. DSAA (2018)
Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari
Adapting Named Entity Types to New Ontologies in a Microblogging Environment. IEA/AIE (2018)
Elisabetta Fersini, Debora Nozza, Paolo Rosso
Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI). EVALITA@CLiC-it (2018)
Francesca Gasparini, Ilaria Erba, Elisabetta Fersini, Silvia Corchs
Multimodal Classification of Sexist Advertisements. ICETE (1) (2018)
Elisabetta Fersini, Paolo Rosso, Maria Anzovino
Overview of the Task on Automatic Misogyny Identification at IberEval 2018. IberEval@SEPLN (2018)
Debora Nozza, Fausto Ristagno, Matteo Palmonari, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina
TWINE: A real-time system for TWeet analysis via INformation Extraction. EACL (Software Demonstrations) (2017)
Federico Bianchi, Matteo Palmonari, Marco Cremaschi, Elisabetta Fersini
Actively Learning to Rank Semantic Associations for Personalized Contextual Exploration of Knowledge Graphs. ESWC (1) (2017)
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
Earthquake management: a decision support system based on natural language processing. J. Ambient Intell. Humaniz. Comput. 8 (1) (2017)
Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari, Debora Nozza, Enza Messina
Towards adaptation of named entity classification. SAC (2017)
Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
Approval network: a novel approach for sentiment analysis in social networks. World Wide Web 20 (4) (2017)
Debora Nozza, Elisabetta Fersini, Enza Messina
A Multi-View Sentiment Corpus. EACL (1) (2017)
Debora Nozza, Elisabetta Fersini, Enza Messina
Deep Learning and Ensemble Methods for Domain Adaptation. ICTAI (2016)
Debora Nozza, Elisabetta Fersini, Enza Messina
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings. KDIR (2016)
Davide Caliano, Elisabetta Fersini, Pikakshi Manchanda, Matteo Palmonari, Enza Messina
UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence. #Microposts (2016)
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
Expressive signals in social media languages to improve polarity detection. Inf. Process. Manag. 52 (1) (2016)
Flavio Massimiliano Cecchini, Elisabetta Fersini, Pikakshi Manchanda, Enza Messina, Debora Nozza, Matteo Palmonari, Cezar Sas
UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets. CLiC-it/EVALITA (2016)
Daniele Maccagnola, Elisabetta Fersini, Rabah Djennadi, Enza Messina
Overlapping Kernel-based Community Detection with Node Attributes. KDIR (2015)
Flavio Massimiliano Cecchini, Elisabetta Fersini, Enza Messina
Word Sense Discrimination on Tweets: A Graph-based Approach. KDIR (2015)
Pikakshi Manchanda, Elisabetta Fersini, Matteo Palmonari
Leveraging Entity Linking to Enhance Entity Recognition in Microblogs. KDIR (2015)
Elisabetta Fersini, Federico Alberto Pozzi, Enza Messina
Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers. DSAA (2015)
Soufiane El Jelali, Elisabetta Fersini, Enza Messina
Legal retrieval as support to eMediation: matching disputant's case and court decisions. Artif. Intell. Law 23 (1) (2015)
Elisabetta Fersini, Enza Messina, Federico Alberto Pozzi
Sentiment analysis: Bayesian Ensemble Learning. Decis. Support Syst. 68 (2014)
Elisabetta Fersini, Enza Messina, L. Manenti, Giuliana Bagnara, Soufiane El Jelali, Gaia Arosio
eMediation - Towards Smart Online Dispute Resolution. KMIS (2014)
Elisabetta Fersini, Enza Messina, Giovanni Felici, Dan Roth
Soft-constrained inference for Named Entity Recognition. Inf. Process. Manag. 50 (5) (2014)
Elisabetta Fersini, Enza Messina, Francesco Archetti
A p-Median approach for predicting drug response in tumour cells. BMC Bioinform. 15 (2014)
Elisabetta Fersini, Enza Messina
Named Entities in Judicial Transcriptions: Extended Conditional Random Fields. CICLing (1) (2013)
Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina
Bayesian Model Averaging and Model Selection for Polarity Classification. NLDB (2013)
Elisabetta Fersini, Enza Messina
Web Page Classification through Probabilistic Relational Models. Int. J. Pattern Recognit. Artif. Intell. 27 (4) (2013)
Gaia Arosio, Giuliana Bagnara, Nicola Capuano, Elisabetta Fersini, Daniele Toti
Ontology-driven Data Acquisition: Intelligent Support to Legal ODR Systems. JURIX (2013)
Federico Alberto Pozzi, Daniele Maccagnola, Elisabetta Fersini, Enza Messina
Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations. AI*IA (2013)
Flavio Massimiliano Cecchini, Elisabetta Fersini
Named entity recognition using conditional random fields with non-local relational constraints. CoRR (2013)
Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina, Daniele Blanc
Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion. WOA@AI*IA (2013)
Elisabetta Fersini, Enza Messina, Alberto Leporati
Discovering Gene-Drug Relationships for the Pharmacology of Cancer. IPMU (2) (2012)
Elisabetta Fersini, Fabio Sartori
Semantic storyboard of judicial debates: a novel multimedia summarization environment. Program 46 (2) (2012)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Emotional states in judicial courtrooms: An experimental investigation. Speech Commun. 54 (1) (2012)
Elisabetta Fersini, Fabio Sartori
Improving the Effectiveness of Multimedia Summarization of Judicial Debates through Ontological Query Expansion. CAiSE Workshops (2011)
Elisabetta Fersini, Enza Messina, Francesco Archetti
A probabilistic relational approach for web document clustering. Inf. Process. Manag. 46 (2) (2010)
Elisabetta Fersini, Enza Messina, Daniele Toscani, Francesco Archetti, Mauro Cislaghi
Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems. KMIS (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Mauro Cislaghi
Semantics and Machine Learning: A New Generation of Court Management Systems. IC3K (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Cristina E. Manfredotti
Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach. J. Math. Model. Algorithms 9 (3) (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Web Page Classification: A Probabilistic Model with Relational Uncertainty. IPMU (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders. ICDM (2010)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification. Web Intelligence/IAT Workshops (2009)
Elisabetta Fersini, Enza Messina, Gaia Arosio, Francesco Archetti
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach. MLDM (2009)
Elisabetta Fersini, Mauro Cislaghi, Roberto Mazzilli, Fabrizio Callegaro, Stefano Somaschini, Roberto Muscillo, Domenico Pellegrini
Managing Knowledge Extraction and Retrieval from Multimedia Contents: a Case Study in Judicial Domain. ICT4Justice (2009)
Elisabetta Fersini, Gaia Arosio, Enza Messina, Francesco Archetti, Daniele Toscani
Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting. ICT4Justice (2009)
Francesco Archetti, Gaia Arosio, Elisabetta Fersini, Enza Messina
Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain. ICT4Justice (2008)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Granular modeling of web documents: impact on information retrieval systems. WIDM (2008)
Elisabetta Fersini, Enza Messina, Francesco Archetti
Enhancing web page classification through image-block importance analysis. Inf. Process. Manag. 44 (4) (2008)
Francesco Archetti, P. Campanelli, Elisabetta Fersini, Enza Messina
A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means. FQAS (2006)