E. Fersini

Most-cited papers

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter
Valerio Basile, C. Bosco, E. Fersini, Debora Nozza +4 more
2019International Workshop on Semantic Evaluation1,119 citations Open access
Semantic Scholar
Overview of the Task on Automatic Misogyny Identification at IberEval 2018
E. Fersini, Paolo Rosso, M. Anzovino
2018IberEval@SEPLN277 citations
Semantic Scholar
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification
E. Fersini, F. Gasparini, Giuliano Rizzi, A. Saibene +4 more
2022International Workshop on Semantic Evaluation248 citations Open access
Semantic Scholar
Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI)
E. Fersini, Debora Nozza, Paolo Rosso
2018International Workshop on Evaluation of Natural Language and Speech Tools for Italian245 citations Open access
Semantic Scholar
Cross-lingual Contextualized Topic Models with Zero-shot Learning
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza +1 more
2020Conference of the European Chapter of the Association for Computational Linguistics232 citations Open access
Semantic Scholar
Automatic Identification and Classification of Misogynistic Language on Twitter
M. Anzovino, E. Fersini, Paolo Rosso
2018International Conference on Applications of Natural Language to Data Bases220 citations
Semantic Scholar
Sentiment analysis: Bayesian Ensemble Learning
E. Fersini, E. Messina, F. A. Pozzi
2014Decision Support Systems198 citations Open access
Semantic Scholar
OCTIS: Comparing and Optimizing Topic models is Simple!
Silvia Terragni, E. Fersini, B. Galuzzi, P. Tropeano +1 more
2021Conference of the European Chapter of the Association for Computational Linguistics166 citations Open access
Semantic Scholar
Sentiment Analysis in Social Networks
F. A. Pozzi, E. Fersini, E. Messina, Bing Liu
2016163 citations
Semantic Scholar
Profiling Hate Speech Spreaders on Twitter Task at PAN 2021
Francisco Rangel, Gretel Liz De la Peña Sarracén, Berta Chulvi, E. Fersini +1 more
2021Conference and Labs of the Evaluation Forum91 citations
Semantic Scholar
AMI @ EVALITA2020: Automatic Misogyny Identification
E. Fersini, Debora Nozza, Paolo Rosso
2020International Workshop on Evaluation of Natural Language and Speech Tools for Italian90 citations Open access
Semantic Scholar
Unintended Bias in Misogyny Detection
Debora Nozza, Claudia Volpetti, E. Fersini
2019International Conference on Wirtschaftsinformatik87 citations
Semantic Scholar
Challenges of Sentiment Analysis in Social Networks: An Overview
F. A. Pozzi, E. Fersini, E. Messina, Bing Liu
201786 citations
Semantic Scholar
Expressive signals in social media languages to improve polarity detection
E. Fersini, E. Messina, F. A. Pozzi
2016Information Processing & Management67 citations
Semantic Scholar
Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, and Style Change Detection
Janek Bevendorff, Berta Chulvi, E. Fersini, Annina Heini +13 more
2022Conference and Labs of the Evaluation Forum59 citations
Semantic Scholar
Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers
E. Fersini, F. A. Pozzi, E. Messina
2015International Conference on Data Science and Advanced Analytics59 citations
Semantic Scholar
Ensemble learning on visual and textual data for social image emotion classification
S. Corchs, E. Fersini, F. Gasparini
2017International Journal of Machine Learning and Cybernetics56 citations
Semantic Scholar
Recognizing misogynous memes: Biased models and tricky archetypes
Giuliano Rizzi, F. Gasparini, A. Saibene, Paolo Rosso +1 more
2023Information Processing & Management47 citations Open access
Semantic Scholar
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems
Debora Nozza, Pikakshi Manchanda, E. Fersini, Matteo Palmonari +1 more
2021Information Processing & Management45 citations Open access
Semantic Scholar
Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection - Extended Abstract
Janek Bevendorff, Berta Chulvi, E. Fersini, Annina Heini +13 more
2022European Conference on Information Retrieval43 citations
Semantic Scholar
Detecting Sexist MEME On The Web: A Study on Textual and Visual Cues
E. Fersini, F. Gasparini, S. Corchs
20192019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)42 citations
Semantic Scholar
Word Embedding-Based Topic Similarity Measures
Silvia Terragni, E. Fersini, E. Messina
2021International Conference on Applications of Natural Language to Data Bases41 citations
Semantic Scholar
Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations
F. A. Pozzi, Daniele Maccagnola, E. Fersini, E. Messina
2013International Conference of the Italian Association for Artificial Intelligence34 citations
Semantic Scholar
Deep Learning and Ensemble Methods for Domain Adaptation
Debora Nozza, E. Fersini, E. Messina
2016IEEE International Conference on Tools with Artificial Intelligence32 citations
Semantic Scholar
Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings
Debora Nozza, E. Fersini, E. Messina
2016International Conference on Knowledge Discovery and Information Retrieval27 citations Open access
Semantic Scholar
Soft-constrained inference for Named Entity Recognition
E. Fersini, E. Messina, G. Felici, Dan Roth
2014Information Processing & Management27 citations
Semantic Scholar
Earthquake management: a decision support system based on natural language processing
E. Fersini, E. Messina, F. A. Pozzi
2016Journal of Ambient Intelligence and Humanized Computing26 citations
Semantic Scholar
Emotional states in judicial courtrooms: An experimental investigation
E. Fersini, E. Messina, F. Archetti
2012Speech Communication25 citations
Semantic Scholar
Approval network: a novel approach for sentiment analysis in social networks
E. Fersini, F. A. Pozzi, E. Messina
2017World wide web (Bussum)24 citations Open access
Semantic Scholar
A probabilistic relational approach for web document clustering
E. Fersini, E. Messina, F. Archetti
2010Information Processing & Management24 citations
Semantic Scholar
Legal retrieval as support to eMediation: matching disputant’s case and court decisions
Soufiane El Jelali, E. Fersini, E. Messina
2015Artificial Intelligence and Law22 citations
Semantic Scholar
Multimodal Classification of Sexist Advertisements
F. Gasparini, Ilaria Erba, E. Fersini, S. Corchs
2018International Conference on E-Business and Telecommunication Networks21 citations Open access
Semantic Scholar
Profiling Italian Misogynist: An Empirical Study
E. Fersini, Debora Nozza, Giulia Boifava
2020RESTUP20 citations
Semantic Scholar
A Multi-View Sentiment Corpus
Debora Nozza, E. Fersini, E. Messina
2017Conference of the European Chapter of the Association for Computational Linguistics19 citations Open access
Semantic Scholar
Actively Learning to Rank Semantic Associations for Personalized Contextual Exploration of Knowledge Graphs
Federico Bianchi, Matteo Palmonari, M. Cremaschi, E. Fersini
2017Extended Semantic Web Conference18 citations
Semantic Scholar
Ontology-driven Data Acquisition: Intelligent Support to Legal ODR Systems
Gaia Arosio, Giuliana Bagnara, N. Capuano, E. Fersini +1 more
2013International Conference on Legal Knowledge and Information Systems18 citations
Semantic Scholar
Constrained Relational Topic Models
Silvia Terragni, E. Fersini, E. Messina
2020Information Sciences17 citations Open access
Semantic Scholar
A p-Median approach for predicting drug response in tumour cells
E. Fersini, E. Messina, F. Archetti
2014BMC Bioinformatics17 citations Open access
Semantic Scholar
Bayesian Model Averaging and Model Selection for Polarity Classification
F. A. Pozzi, E. Fersini, E. Messina
2013International Conference on Applications of Natural Language to Data Bases16 citations
Semantic Scholar
Profiling Fake News Spreaders: Stylometry, Personality, Emotions and Embeddings
E. Fersini, Justin Armanini, Michael D'Intorni
2020Conference and Labs of the Evaluation Forum15 citations
Semantic Scholar
Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion
F. A. Pozzi, E. Fersini, E. Messina, Daniele C. Blanc
2013WOA@AI*IA15 citations
Semantic Scholar
Semantics and Machine Learning: A New Generation of Court Management Systems
E. Fersini, E. Messina, F. Archetti, M. Cislaghi
2010International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management15 citations
Semantic Scholar
AI-UPV at EXIST 2023 - Sexism Characterization Using Large Language Models Under The Learning with Disagreement Regime
Angel Felipe Magnossão de Paula, Giuliano Rizzi, E. Fersini, Damiano Spina
2023Conference and Labs of the Evaluation Forum14 citations Open access
Semantic Scholar
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models
Silvia Terragni, Debora Nozza, E. Fersini, M. Enza
2020First Workshop on Insights from Negative Results in NLP14 citations Open access
Semantic Scholar
UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence
Davide Caliano, E. Fersini, Pikakshi Manchanda, Matteo Palmonari +1 more
2016Workshop on Making Sense of Microposts14 citations
Semantic Scholar
CAGE: Constrained deep Attributed Graph Embedding
Debora Nozza, E. Fersini, E. Messina
2020Information Sciences13 citations Open access
Semantic Scholar
Profiling Irony and Stereotype Spreaders on Twitter (IROSTEREO). Overview for PAN at CLEF 2022
Reynier Ortega Bueno, Berta Chulvi, Francisco Rangel, Paolo Rosso +1 more
2022Conference and Labs of the Evaluation Forum12 citations
Semantic Scholar
Misogynous MEME Recognition: A Preliminary Study
E. Fersini, Giuliano Rizzi, A. Saibene, F. Gasparini
2021International Conference of the Italian Association for Artificial Intelligence11 citations
Semantic Scholar
Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021)
A. Bertie, Lambert Douwe, Aida Mostafazadeh Davani, D. Kiela +496 more
202111 citations Open access
Semantic Scholar
Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
Semantic Scholar