Marco Siino

36 papers Journal 14Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A transformer-based approach for source code classification for heterogeneous device mapping.
Eng. Appl. Artif. Intell.
Marco Siino, Emanuele Parisi, Francesco Barchi, Andrea Acquaviva, Andrea Bartolini
2026 J jnl
Compact Attention-Augmented Neural Decoder for Chaos-Based Wireless Communications.
IEEE Commun. Lett.
Marco Siino, Stefano Mangione, Ilenia Tinnirello
2025 J jnl
Exploring LLMs Applications in Law: A Literature Review on Current Legal NLP Approaches.
IEEE Access
Marco Siino, Mariana Falco, Daniele Croce, Paolo Rosso
2025 J jnl
From Foundations to GPT in Text Classification: A Comprehensive Survey on Current Approaches and Future Trends.
Found. Trends Inf. Retr.
Marco Siino, Ilenia Tinnirello, Marco La Cascia
2025 J jnl
Integrating Large Language Models into network testbeds: A novel approach for automated experimentation and optimization.
J. Netw. Comput. Appl.
Marco Siino, Fabrizio Giuliano, Ilenia Tinnirello
2025 J jnl
Investigating the Impact of Rational Dilated Wavelet Transform on Motor Imagery EEG Decoding With Deep Learning Models.
IEEE Access
Marco Siino, Giuseppe Bonomo, Rosario Sorbello, Ilenia Tinnirello
2025 J jnl
Investigating the Impact of Rational Dilated Wavelet Transform on Motor Imagery EEG Decoding with Deep Learning Models.
CoRR
Marco Siino, Giuseppe Bonomo, Rosario Sorbello, Ilenia Tinnirello
2025 J jnl
RatioWaveNet: A Learnable RDWT Front-End for Robust and Interpretable EEG Motor-Imagery Classification.
CoRR
Marco Siino, Giuseppe Bonomo, Rosario Sorbello, Ilenia Tinnirello
2025 J jnl
The Text Classification Pipeline: Starting Shallow going Deeper.
CoRR
Marco Siino, Ilenia Tinnirello, Marco La Cascia
2024 — conf
AI-GeneSI: Exploiting generative AI for autonomous generation of the southbound interface in the IoT.
WF-IoT
Alfio Lombardo, Giacomo Morabito, Salvatore Quattropani, Carmelo Ricci, Marco Siino, Ilenia Tinnirello
2024 — conf
All-Mpnet at SemEval-2024 Task 1: Application of Mpnet for Evaluating Semantic Textual Relatedness.
SemEval@NAACL
Marco Siino
2024 J jnl
Backtranslate what you are saying and I will tell who you are.
Expert Syst. J. Knowl. Eng.
Marco Siino, Francesco Lomonaco, Paolo Rosso
2024 — conf
BadRock at SemEval-2024 Task 8: DistilBERT to Detect Multigenerator, Multidomain and Multilingual Black-Box Machine-Generated Text.
SemEval@NAACL
Marco Siino
2024 — conf
BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes.
SemEval@NAACL
Marco Siino
2024 — conf
DeBERTa at SemEval-2024 Task 9: Using DeBERTa for Defying Common Sense.
SemEval@NAACL
Marco Siino
2024 — conf
GPT Hallucination Detection Through Prompt Engineering.
CLEF (Working Notes)
Marco Siino, Ilenia Tinnirello
2024 — conf
GPT Prompt Engineering for Scheduling Appliances Usage for Energy Cost Optimization.
M&N
Marco Siino, Ilenia Tinnirello
2024 J jnl
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers.
Inf. Syst.
Marco Siino, Ilenia Tinnirello, Marco La Cascia
2024 — conf
McRock at SemEval-2024 Task 4: Mistral 7B for Multilingual Detection of Persuasion Techniques In Memes.
SemEval@NAACL
Marco Siino
2024 — conf
Mistral at SemEval-2024 Task 5: Mistral 7B for argument reasoning in Civil Procedure.
SemEval@NAACL
Marco Siino
2024 — conf
Prompt Engineering for Identifying Sexism using GPT Mistral 7B.
CLEF (Working Notes)
Marco Siino, Ilenia Tinnirello
2024 — conf
T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data.
SemEval@NAACL
Marco Siino
2024 — conf
TransMistral at SemEval-2024 Task 10: Using Mistral 7B for Emotion Discovery and Reasoning its Flip in Conversation.
SemEval@NAACL
Marco Siino
2024 J jnl
User Identity Linkage on Social Networks: A Review of Modern Techniques and Applications.
IEEE Access
Caterina Senette, Marco Siino, Maurizio Tesconi
2024 J jnl
User Identity Linkage on Social Networks: A Review of Modern Techniques and Applications.
CoRR
Caterina Senette, Marco Siino, Maurizio Tesconi
2023 — conf
Profiling Cryptocurrency Influencers with Few-Shot Learning Using Data Augmentation and ELECTRA.
CLEF (Working Notes)
Marco Siino, Maurizio Tesconi, Ilenia Tinnirello
2023 — conf
Text Enrichment with Japanese Language to Profile Cryptocurrency Influencers.
CLEF (Working Notes)
Francesco Lomonaco, Marco Siino, Maurizio Tesconi
2023 — conf
XLNet with Data Augmentation to Profile Cryptocurrency Influencers.
CLEF (Working Notes)
Marco Siino, Ilenia Tinnirello
2022 — conf
An SVM Ensemble Approach to Detect Irony and Stereotype Spreaders on Twitter.
CLEF (Working Notes)
Daniele Croce, Domenico Garlisi, Marco Siino
2022 — conf
COURAGE at CheckThat!-2022: Harmful Tweet Detection using Graph Neural Networks and ELECTRA.
CLEF (Working Notes)
Francesco Lomonaco, Gregor Donabauer, Marco Siino
2022 J jnl
Fake News Spreaders Detection: Sometimes Attention Is Not All You Need.
Inf.
Marco Siino, Elisa Di Nuovo, Ilenia Tinnirello, Marco La Cascia
2022 — conf
Improving Irony and Stereotype Spreaders Detection using Data Augmentation and Convolutional Neural Network.
CLEF (Working Notes)
Stefano Mangione, Marco Siino, Giovanni Garbo
2022 — conf
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet.
SemEval@NAACL
Marco Siino, Marco La Cascia, Ilenia Tinnirello
2022 — conf
T100: A modern classic ensemble to profile irony and stereotype spreaders.
CLEF (Working Notes)
Marco Siino, Ilenia Tinnirello, Marco La Cascia
2021 — conf
Detection of hate speech spreaders using convolutional neural networks.
CLEF (Working Notes)
Marco Siino, Elisa Di Nuovo, Ilenia Tinnirello, Marco La Cascia
2020 — conf
WhoSNext: Recommending Twitter Users to Follow Using a Spreading Activation Network Based Approach.
ICDM (Workshops)
Marco Siino, Marco La Cascia, Ilenia Tinnirello