Marco Siino

According to our database, Marco Siino authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers.

Marco Siino, Ilenia Tinnirello, Marco La Cascia

Inf. Syst., March, 2024

2023

Profiling Cryptocurrency Influencers with Few-Shot Learning Using Data Augmentation and ELECTRA.

Marco Siino, Maurizio Tesconi, Ilenia Tinnirello

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

XLNet with Data Augmentation to Profile Cryptocurrency Influencers.

Marco Siino, Ilenia Tinnirello

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Text Enrichment with Japanese Language to Profile Cryptocurrency Influencers.

Francesco Lomonaco, Marco Siino, Maurizio Tesconi

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Fake News Spreaders Detection: Sometimes Attention Is Not All You Need.

Marco Siino, Elisa Di Nuovo, Ilenia Tinnirello, Marco La Cascia

Inf., 2022

McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet.

Marco Siino, Marco La Cascia, Ilenia Tinnirello

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

T100: A modern classic ensemble to profile irony and stereotype spreaders.

Marco Siino, Ilenia Tinnirello, Marco La Cascia

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Improving Irony and Stereotype Spreaders Detection using Data Augmentation and Convolutional Neural Network.

Stefano Mangione, Marco Siino, Giovanni Garbo

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

COURAGE at CheckThat!-2022: Harmful Tweet Detection using Graph Neural Networks and ELECTRA.

Francesco Lomonaco, Gregor Donabauer, Marco Siino

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

An SVM Ensemble Approach to Detect Irony and Stereotype Spreaders on Twitter.

Daniele Croce, Domenico Garlisi, Marco Siino

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Detection of hate speech spreaders using convolutional neural networks.

Marco Siino, Elisa Di Nuovo, Ilenia Tinnirello, Marco La Cascia

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

WhoSNext: Recommending Twitter Users to Follow Using a Spreading Activation Network Based Approach.

Marco Siino, Marco La Cascia, Ilenia Tinnirello

Proceedings of the 20th International Conference on Data Mining Workshops, 2020