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Marco Di Giovanni
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NeuroDiffEq: A Python package for solving differential equations with neural networks
F Chen, D Sondak, P Protopapas, M Mattheakis, S Liu, D Agarwal, ...
Journal of Open Source Software 5 (46), 1931, 2020
612020
Physical Symmetries Embedded in Neural Networks
M Mattheakis, P Protopapas, D Sondak, M Di Giovanni, E Kaxiras
arXiv preprint arXiv:1904.08991, 2019
522019
Information disorders during the COVID-19 infodemic: The case of Italian Facebook
S Guarino, F Pierri, M Di Giovanni, A Celestini
Online Social Networks and Media 22, 100124, 2021
332021
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
arXiv preprint arXiv:2112.02721, 2021
242021
News sharing user behaviour on twitter: A comprehensive data collection of news articles and social interactions
G Brena, M Brambilla, S Ceri, M Di Giovanni, F Pierri, G Ramponi
Proceedings of the International AAAI Conference on Web and Social Media 13 …, 2019
232019
Content-based Classification of Political Inclinations of Twitter Users
M Di Giovanni, M Brambilla, S Ceri, F Daniel, G Ramponi
2018 IEEE International Conference on Big Data (Big Data), 4321-4327, 2018
142018
Vocabulary-based community detection and characterization
G Ramponi, M Brambilla, S Ceri, F Daniel, M Di Giovanni
Proceedings of the 34th ACM/SIGAPP symposium on applied computing, 1043-1050, 2019
122019
Iterative knowledge extraction from social networks
M Brambilla, S Ceri, F Daniel, M Di Giovanni, A Mauri, G Ramponi
Companion Proceedings of the The Web Conference 2018, 1359-1364, 2018
122018
Content-based characterization of online social communities
G Ramponi, M Brambilla, S Ceri, F Daniel, M Di Giovanni
Information Processing & Management 57 (6), 102133, 2020
92020
Measuring controversy in social networks through nlp
JMO de Zarate, M Di Giovanni, EZ Feuerstein, M Brambilla
String Processing and Information Retrieval: 27th International Symposium …, 2020
82020
VaccinItaly: monitoring Italian conversations around vaccines on Twitter and Facebook
F Pierri, A Tocchetti, L Corti, M Di Giovanni, S Pavanetto, M Brambilla, ...
arXiv preprint arXiv:2101.03757, 2021
62021
A content-based approach for the analysis and classification of vaccine-related stances on Twitter: the Italian scenario
M Di Giovanni, L Corti, S Pavanetto, F Pierri, A Tocchetti, MG Brambilla
Workshop Proceedings of the 15th International AAAI Conference on Web and …, 2021
62021
Information disorders on Italian Facebook during COVID-19 infodemic
A Celestini, M Di Giovanni, S Guarino, F Pierri
arXiv preprint arXiv:2007.11302, 2020
62020
VaccinEU: COVID-19 vaccine conversations on Twitter in French, German and Italian
M Di Giovanni, F Pierri, C Torres-Lugo, M Brambilla
Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022
42022
EFSG: Evolutionary Fooling Sentences Generator
M Di Giovanni, M Brambilla
2021 IEEE 15th International Conference on Semantic Computing (ICSC), 171-178, 2021
42021
Finding Multiple Solutions of ODEs with Neural Networks.
M Di Giovanni, D Sondak, P Protopapas, M Brambilla
AAAI Spring Symposium: MLPS, 2020
42020
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum
M Di Giovanni, M Brambilla
Proceedings of the Ninth International Workshop on Natural Language …, 2021
32021
Extraction of relations between entities from human-generated content on social networks
M Adriani, M Brambilla, M Di Giovanni
Current Trends in Web Engineering: ICWE 2019 International Workshops, DSKG …, 2020
22020
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings
M Di Giovanni, M Brambilla
EMNLP 2021 https://aclanthology.org/2021.emnlp-main.780/, 2021
12021
DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity
M Di Giovanni, T Tasca, M Brambilla
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
2022
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Articles 1–20