Andrea Esuli

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 65

Top Venues

CoRR

ERCIM News

ACM Trans. Knowl. Discov. Data

J. Artif. Intell. Res.

Publications

Alessio Molinari, Andrea Esuli
: efficiently stopping TAR by improving priors estimates. Data Min. Knowl. Discov. 38 (2) (2024)
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Detecting images generated by diffusers. PeerJ Comput. Sci. 10 (2024)
Giovanni Puccetti, Anna Rogers, Chiara Alzetta, Felice Dell'Orletta, Andrea Esuli
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian. CoRR (2024)
Andrea Esuli, Giovanni Puccetti
The Invalsi Benchmark: measuring Language Models Mathematical and Language understanding in Italian. CoRR (2024)
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Cascaded transformer-based networks for wikipedia large-scale image-caption matching. Multim. Tools Appl. 83 (23) (2024)
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Detecting Images Generated by Diffusers. CoRR (2023)
Giovanni Puccetti, Andrea Esuli
AIMH at MULTI-Fake-DetectIVE: System Report (short paper). EVALITA (2023)
Andrea Esuli
The Interactive Classification System. ERCIM News 2023 (132) (2023)
Alessio Molinari, Andrea Esuli, Fabrizio Sebastiani
Improved risk minimization algorithms for technology-assisted review. Intell. Syst. Appl. 18 (2023)
Barbara Berti, Andrea Esuli, Fabrizio Sebastiani
Unravelling interlanguage facts via explainable machine learning. Digit. Scholarsh. Humanit. 38 (3) (2023)
Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato
AIMH Lab Approaches for Deepfake Detection. Ital-IA (2023)
Alessandro Fabris, Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach. J. Artif. Intell. Res. 76 (2023)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Gianluca Sperduti
A Detailed Overview of LeQua@CLEF 2022: Learning to Quantify. CLEF (Working Notes) (2022)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Lost in Transduction: Transductive Transfer Learning in Text Classification. ACM Trans. Knowl. Discov. Data 16 (1) (2022)
Barbara Berti, Andrea Esuli, Fabrizio Sebastiani
Unravelling Interlanguage Facts via Explainable Machine Learning. CoRR (2022)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
LeQua@CLEF2022: Learning to Quantify. ECIR (2) (2022)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Gianluca Sperduti
A Concise Overview of LeQua@CLEF 2022: Learning to Quantify. CLEF (2022)
Alessio Molinari, Andrea Esuli, Fabrizio Sebastiani
Active Learning and the Saerens-Latinne-Decaestecker Algorithm: An Evaluation. CIRCLE (2022)
Andrea Esuli
ICS: Total Freedom in Manual Text Classification Supported by Unobtrusive Machine Learning. IEEE Access 10 (2022)
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching. CoRR (2022)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
QuaPy: A Publicly Available Python-Based Software Library for Quantification. CIKM Workshops (2021)
Alessandro Fabris, Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Measuring Fairness under Unawareness via Quantification. CoRR (2021)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Word-class embeddings for multiclass text classification. Data Min. Knowl. Discov. 35 (3) (2021)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
QuaPy: A Python-Based Framework for Quantification. CIKM (2021)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
QuaPy: A Python-Based Framework for Quantification. CoRR (2021)
Andrea Esuli, Alessio Molinari, Fabrizio Sebastiani
A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm for Posterior Probability Adjustment. ACM Trans. Inf. Syst. 39 (2) (2021)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
LeQua@CLEF2022: Learning to Quantify. CoRR (2021)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems. CIKM Workshops (2021)
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
Transformer Reasoning Network for Image-Text Matching and Retrieval. CoRR (2020)
Lucas May Petry, Camila Leite da Silva, Andrea Esuli, Chiara Renso, Vania Bogorny
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings. Int. J. Geogr. Inf. Sci. 34 (7) (2020)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Learning to Weight for Text Classification. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR (2020)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Cross-Lingual Sentiment Quantification. IEEE Intell. Syst. 35 (3) (2020)
Nicola Messina, Fabrizio Falchi, Andrea Esuli, Giuseppe Amato
Transformer Reasoning Network for Image- Text Matching and Retrieval. ICPR (2020)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Learning to Weight for Text Classification. CoRR (2019)
Alessio Ferrari, Andrea Esuli
An NLP approach for cross-domain ambiguity detection in requirements engineering. Autom. Softw. Eng. 26 (3) (2019)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Polylingual Text Classification. CoRR (2019)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Building Automated Survey Coders via Interactive Machine Learning. CoRR (2019)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Word-Class Embeddings for Multiclass Text Classification. CoRR (2019)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Cross-Lingual Sentiment Quantification. CoRR (2019)
Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and Its Application to Cross-Lingual Text Classification. ACM Trans. Inf. Syst. 37 (3) (2019)
Alessio Ferrari, Andrea Esuli, Stefania Gnesi
Identification of Cross-Domain Ambiguity with Language Models. AIRE@RE (2018)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract). IJCAI (2018)
Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández
Picture it in your mind: generating high level visual representations from textual descriptions. Inf. Retr. J. 21 (2-3) (2018)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments. CoRR (2018)
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani
A Recurrent Neural Network for Sentiment Quantification. CoRR (2018)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification (Extended Abstract). IJCAI (2018)
Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny
Traj2User: exploiting embeddings for computing similarity of users mobile behavior. CoRR (2018)
Andrea Esuli, Alejandro Moreo Fernández, Fabrizio Sebastiani
A Recurrent Neural Network for Sentiment Quantification. CIKM (2018)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Lightweight Random Indexing for Polylingual Text Classification. ERCIM News 2017 (110) (2017)
Andrea Esuli, Tiziano Fagni, Alejandro Moreo Fernández
JaTeCS an open-source JAva TExt Categorization System. CoRR (2017)
Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
Perception of social phenomena through the multidimensional analysis of online social networks. Online Soc. Networks Media 1 (2017)
Alessio Ferrari, Felice Dell'Orletta, Andrea Esuli, Vincenzo Gervasi, Stefania Gnesi
Natural Language Requirements Processing: A 4D Vision. IEEE Softw. 34 (6) (2017)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification. ERCIM News 2017 (111) (2017)
Fabio Carrara, Andrea Esuli, Fabrizio Falchi, Alejandro Moreo Fernández
Exploring epoch-dependent stochastic residual networks. CoRR (2017)
Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis. ASONAM (2016)
Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani
Distributional Random Oversampling for Imbalanced Text Classification. SIGIR (2016)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Transductive Distributional Correspondence Indexing for Cross-Domain Topic Classification. IIR (2016)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Distributional Correspondence Indexing for Cross-Lingual and Cross-Domain Sentiment Classification. J. Artif. Intell. Res. 55 (2016)
Giacomo Berardi, Diego Ceccarelli, Andrea Esuli, Diego Marcheggiani
On the Impact of Entity Linking in Microblog Real-Time Filtering. CoRR (2016)
Andrea Esuli
ISTI-CNR at SemEval-2016 Task 4: Quantification on an Ordinal Scale. SemEval@NAACL-HLT (2016)
Fabio Carrara, Andrea Esuli, Tiziano Fagni, Fabrizio Falchi, Alejandro Moreo Fernández
Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions. CoRR (2016)
Mauro Coletto, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Andrea Esuli, Chiara Renso, Raffaele Perego
Sentiment-enhanced Multidimensional Analysis of Online Social Networks: Perception of the Mediterranean Refugees Crisis. CoRR (2016)
Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani
Lightweight Random Indexing for Polylingual Text Classification. J. Artif. Intell. Res. 57 (2016)
Andrea Esuli, Fabrizio Sebastiani
Optimizing Text Quantifiers for Multivariate Loss Functions. ERCIM News 2015 (100) (2015)
Giacomo Berardi, Andrea Esuli, Craig Macdonald, Iadh Ounis, Fabrizio Sebastiani
Semi-Automated Text Classification for Sensitivity Identification. CIKM (2015)
Giacomo Berardi, Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
Multi-store metadata-based supervised mobile app classification. SAC (2015)
Giuseppe Amato, Andrea Esuli, Fabrizio Falchi
A comparison of pivot selection techniques for permutation-based indexing. Inf. Syst. 52 (2015)
Andrea Esuli, Fabrizio Sebastiani
Optimizing Text Quantifiers for Multivariate Loss Functions. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Andrea Esuli, Fabrizio Sebastiani
Optimizing Text Quantifiers for Multivariate Loss Functions. CoRR (2015)
Andrea Esuli, Tiziano Fagni
ProcessFast, a Java Framework for Development of Concurrent and Distributed Applications. IIR (2015)
Giacomo Berardi, Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani
Classifying websites by industry sector: a study in feature design. SAC (2015)
Giacomo Berardi, Diego Ceccarelli, Andrea Esuli, Diego Marcheggiani
On the impact of entity linking in microblog real-time filtering. SAC (2015)
Giacomo Berardi, Andrea Esuli, Diego Marcheggiani
Word Embeddings Go to Italy: A Comparison of Models and Training Datasets. IIR (2015)
Salud M. Jiménez Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, María Teresa Martín-Valdivia, Alejandro Moreo Fernández
A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining. EMNLP (2015)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
Utility-Theoretic Ranking for Semiautomated Text Classification. ACM Trans. Knowl. Discov. Data 10 (1) (2015)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
Utility-Theoretic Ranking for Semi-Automated Text Classification. CoRR (2015)
Andrea Esuli, Alejandro Moreo Fernández
Distributional Correspondence Indexing for Cross-Language Text Categorization. ECIR (2015)
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
Feature Selection for Ordinal Text Classification. Neural Comput. 26 (3) (2014)
Diego Marcheggiani, Oscar Täckström, Andrea Esuli, Fabrizio Sebastiani
Hierarchical Multi-label Conditional Random Fields for Aspect-Oriented Opinion Mining. ECIR (2014)
Andrea Esuli, Fabrizio Sebastiani
Explicit Loss Minimization in Quantification Applications (Preliminary Draft). DART@AI*IA (2014)
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
StarTrack: The Next Generation (of Product Review Management Tools). New Gener. Comput. 31 (1) (2013)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
Utility-Theoretic Ranking for Semi-Automated Text Classification. ERCIM News 2013 (92) (2013)
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
Variable-constraint classification and quantification of radiology reports under the ACR Index. Expert Syst. Appl. 40 (9) (2013)
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
Using micro-documents for feature selection: The case of ordinal text classification. Expert Syst. Appl. 40 (11) (2013)
Andrea Esuli, Fabrizio Sebastiani
Improving Text Classification Accuracy by Training Label Cleaning. ACM Trans. Inf. Syst. 31 (4) (2013)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
Endorsements and rebuttals in blog distillation. Inf. Sci. 249 (2013)
Giuseppe Amato, Andrea Esuli, Fabrizio Falchi
Pivot Selection Strategies for Permutation-Based Similarity Search. SISAP (2013)
Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
An enhanced CRFs-based system for information extraction from radiology reports. J. Biomed. Informatics 46 (3) (2013)
Andrea Esuli
The User Feedback on SentiWordNet. CoRR (2013)
Andrea Esuli
Use of permutation prefixes for efficient and scalable approximate similarity search. Inf. Process. Manag. 48 (5) (2012)
Giacomo Berardi, Andrea Esuli, Sergiu Gordea, Diego Marcheggiani, Fabrizio Sebastiani
Metadata Enrichment Services for the Europeana Digital Library. TPDL (2012)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
Blog Distillation via Sentiment-Sensitive Link Analysis. NLDB (2012)
Giacomo Berardi, Andrea Esuli, Diego Marcheggiani
ISTI@TREC Microblog Track 2012: Real-Time Filtering Through Supervised Learning. TREC (2012)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani
A utility-theoretic ranking method for semi-automated text classification. SIGIR (2012)
Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani
Using Micro-Documents for Feature Selection: The Case of Ordinal Text Classification. IIR (2011)
Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
ISTI@TREC Microblog Track 2011: Exploring the Use of Hashtag Segmentation and Text Quality Ranking. TREC (2011)
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani, Fabrizio Silvestri
Blog Distillation via Sentiment-Sensitive Link Analysis. IIR (2011)
Andrea Esuli, Diego Marcheggiani, Fabrizio Sebastiani
ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification. SemEval@ACL (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrea Esuli