Marco Di Giovanni

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 23

Top Topics

Natural Language

Monolingual Retrieval

Social Networks

Top Venues

ICWSM Workshops

SocialNLP@NAACL

Publications

Marco Di Giovanni, Thomas Tasca, Marco Brambilla
DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity. SemEval@NAACL (2022)
Marco Di Giovanni, Francesco Pierri, Christopher Torres-Lugo, Marco Brambilla
VaccinEU: COVID-19 vaccine conversations on Twitter in French, German and Italian. CoRR (2022)
Marco Di Giovanni, Francesco Pierri, Christopher Torres-Lugo, Marco Brambilla
VaccinEU: COVID-19 Vaccine Conversations on Twitter in French, German and Italian. ICWSM (2022)
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Rishabh Gupta, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, et al.
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR (2021)
Marco Di Giovanni, Marco Brambilla
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings. EMNLP (1) (2021)
Francesco Pierri, Andrea Tocchetti, Lorenzo Corti, Marco Di Giovanni, Silvio Pavanetto, Marco Brambilla, Stefano Ceri
VaccinItaly: Monitoring Italian Conversations Around Vaccines On Twitter And Facebook. ICWSM Workshops (2021)
Marco Di Giovanni, Marco Brambilla
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum. SocialNLP@NAACL (2021)
Stefano Guarino, Francesco Pierri, Marco Di Giovanni, Alessandro Celestini
Information disorders during the COVID-19 infodemic: The case of Italian Facebook. Online Soc. Networks Media 22 (2021)
Marco Di Giovanni, Marco Brambilla
EFSG: Evolutionary Fooling Sentences Generator. ICSC (2021)
Marco Di Giovanni, Marco Brambilla
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings. CoRR (2021)
Marco Di Giovanni, Lorenzo Corti, Silvio Pavanetto, Francesco Pierri, Andrea Tocchetti, Marco Brambilla
A Content-based Approach for the Analysis and Classification of Vaccine-related Stances on Twitter: the Italian Scenario. ICWSM Workshops (2021)
Giorgia Ramponi, Marco Brambilla, Stefano Ceri, Florian Daniel, Marco Di Giovanni
Content-based characterization of online social communities. Inf. Process. Manag. 57 (6) (2020)
Marco Di Giovanni, David Sondak, Pavlos Protopapas, Marco Brambilla
Finding Multiple Solutions of ODEs with Neural Networks. AAAI Spring Symposium: MLPS (2020)
Juan Manuel Ortiz de Zarate, Marco Di Giovanni, Esteban Zindel Feuerstein, Marco Brambilla
Measuring Controversy in Social Networks Through NLP. SPIRE (2020)
Feiyu Chen, David Sondak, Pavlos Protopapas, Marios Mattheakis, Shuheng Liu, Devansh Agarwal, Marco Di Giovanni
NeuroDiffEq: A Python package for solving differential equations with neural networks. J. Open Source Softw. 5 (46) (2020)
Marco Di Giovanni, Marco Brambilla
EFSG: Evolutionary Fooling Sentences Generator. CoRR (2020)
Alessandro Celestini, Marco Di Giovanni, Stefano Guarino, Francesco Pierri
Information disorders on Italian Facebook during COVID-19 infodemic. CoRR (2020)
Giovanni Brena, Marco Brambilla, Stefano Ceri, Marco Di Giovanni, Francesco Pierri, Giorgia Ramponi
News Sharing User Behaviour on Twitter: A Comprehensive Data Collection of News Articles and Social Interactions. ICWSM (2019)
Giorgia Ramponi, Marco Brambilla, Stefano Ceri, Florian Daniel, Marco Di Giovanni
Vocabulary-based community detection and characterization. SAC (2019)
Marco Adriani, Marco Brambilla, Marco Di Giovanni
Extraction of Relations Between Entities from Human-Generated Content on Social Networks. ICWE Workshops (2019)
Marios Mattheakis, Pavlos Protopapas, David Sondak, Marco Di Giovanni, Efthimios Kaxiras
Physical Symmetries Embedded in Neural Networks. CoRR (2019)
Marco Di Giovanni, Marco Brambilla, Stefano Ceri, Florian Daniel, Giorgia Ramponi
Content-based Classification of Political Inclinations of Twitter Users. IEEE BigData (2018)
Marco Brambilla, Stefano Ceri, Florian Daniel, Marco Di Giovanni, Andrea Mauri, Giorgia Ramponi
Iterative Knowledge Extraction from Social Networks. WWW (Companion Volume) (2018)