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Marco Siino
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Detection of hate speech spreaders using convolutional neural networks
M Siino, E Di Nuovo, I Tinnirello, M La Cascia
CLEF (Working Notes), 2126-2136, 2021
472021
Fake news spreaders detection: Sometimes attention is not all you need
M Siino, E Di Nuovo, I Tinnirello, M La Cascia
Information 13 (9), 426, 2022
302022
Courage at checkthat! 2022: Harmful tweet detection using graph neural networks and electra
F Lomonaco, G Donabauer, M Siino
CEUR WORKSHOP PROCEEDINGS 3180, 573-583, 2022
252022
T100: A modern classic ensemble to profile irony and stereotype spreaders.
M Siino, I Tinnirello, M La Cascia
CLEF (Working Notes), 2666-2674, 2022
222022
Improving Irony and Stereotype Spreaders Detection using Data Augmentation and Convolutional Neural Network.
S Mangione, M Siino, G Garbo
CLEF (Working Notes), 2585-2593, 2022
202022
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet
M Siino, M La Cascia, I Tinnirello
Proceedings of the 16th International Workshop on Semantic Evaluation …, 2022
202022
An SVM Ensemble Approach to Detect Irony and Stereotype Spreaders on Twitter
D Croce, D Garlisi, M Siino
CLEF (Working Notes), 2426-2432, 2022
162022
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers
M Siino, I Tinnirello, M La Cascia
Information Systems 121, 102342, 2024
152024
Profiling Cryptocurrency Influencers with Few-Shot Learning Using Data Augmentation and ELECTRA.
M Siino, M Tesconi, I Tinnirello
CLEF (Working Notes), 2772-2781, 2023
152023
Whosnext: Recommending twitter users to follow using a spreading activation network based approach
M Siino, M La Cascia, I Tinnirello
2020 International Conference on Data Mining Workshops (ICDMW), 62-70, 2020
142020
Text Enrichment with Japanese Language to Profile Cryptocurrency Influencers.
F Lomonaco, M Siino, M Tesconi
CLEF (Working Notes), 2708-2716, 2023
112023
XLNet with Data Augmentation to Profile Cryptocurrency Influencers.
M Siino, I Tinnirello
CLEF (Working Notes), 2763-2771, 2023
112023
Backtranslate what you are saying and I will tell who you are
M Siino, F Lomonaco, P Rosso
Expert Systems, e13568, 2024
82024
Mcrock at semeval-2024 task 4: Mistral 7b for multilingual detection of persuasion techniques in memes
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
52024
T5-medical at semeval-2024 task 2: Using t5 medical embedding for natural language inference on clinical trial data
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
42024
Badrock at semeval-2024 task 8: Distilbert to detect multigenerator, multidomain and multilingual black-box machine-generated text
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
42024
Transmistral at semeval-2024 task 10: Using mistral 7b for emotion discovery and reasoning its flip in conversation
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
22024
Mistral at SemEval-2024 Task 5: Mistral 7B for argument reasoning in Civil Procedure
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
12024
Brainllama at semeval-2024 task 6: Prompting llama to detect hallucinations and related observable overgeneration mistakes
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
12024
All-mpnet at semeval-2024 task 1: Application of mpnet for evaluating semantic textual relatedness
M Siino
Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024
12024
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