Vincenzo Scotti

According to our database, Vincenzo Scotti authored at least 28 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

From Instructions to Assistance: a Dataset Aligning Instruction Manuals with Assembly Videos for Evaluating Multimodal LLMs.

Federico Toschi, Nicolò Brunello, Andrea Sassella, Vincenzo Scotti, Mark James Carman

CoRR, March, 2026

Beyond Monolithic Models: Symbolic Seams for Composable Neuro-Symbolic Architectures.

Nicolas Schuler, Vincenzo Scotti, Raffaela Mirandola

CoRR, March, 2026

Do You Understand How I Feel?: Towards Verified Empathy in Therapy Chatbots.

Francesco Dettori, Matteo Forasassi, Lorenzo Veronese, Livia Lestingi, Vincenzo Scotti, Matteo G. Rossi

CoRR, January, 2026

2025

How Toxic Can You Get? Search-Based Toxicity Testing for Large Language Models.

Simone Corbo, Luca Bancale, Valeria De Gennaro, Livia Lestingi, Vincenzo Scotti, Matteo Camilli

IEEE Trans. Software Eng., November, 2025

A Research Roadmap for Augmenting Software Engineering Processes and Software Products with Generative AI.

Domenico Amalfitano, Andreas Metzger, Marco Autili, Tommaso Fulcini, Tobias Hey, Jan Keim, Patrizio Pelliccione, Vincenzo Scotti, Anne Koziolek, Raffaela Mirandola, Andreas Vogelsang

CoRR, October, 2025

A Roadmap for Tamed Interactions with Large Language Models.

Vincenzo Scotti, Jan Keim, Tobias Hey, Andreas Metzger, Anne Koziolek, Raffaela Mirandola

CoRR, October, 2025

InTraVisTo: Inside Transformer Visualisation Tool.

Nicolò Brunello, Davide Rigamonti, Andrea Sassella, Vincenzo Scotti, Mark James Carman

CoRR, July, 2025

Antifragility via Online Learning and Monitoring: an IoT Case Study.

Vincenzo Scotti, Diego Perez-Palacin, Valerio Brauzi, Vincenzo Grassi, Raffaela Mirandola

Dataset, July, 2025

Antifragility via Online Learning and Monitoring: an IoT Case Study.

Vincenzo Scotti, Diego Perez-Palacin, Valerio Brauzi, Vincenzo Grassi, Raffaela Mirandola

Dataset, July, 2025

Antifragility via Online Learning and Monitoring: an IoT Case Study.

Vincenzo Scotti, Diego Perez-Palacin, Valerio Brauzi, Vincenzo Grassi, Raffaela Mirandola

Dataset, July, 2025

Explainability in Automated Cross-Domain Model-Driven Brake System Development.

Nathan Hagel, Johannes Mäkelburg, Claus Hammann, Thomas Weber, Thomas Alexander Völk, Francesco P. Urbano, Patrick Grycz, Katharina Bause, Minakshi Kaushik, Vincenzo Scotti, Akhila Bairy, Maike Schwammberger, Maribel Acosta, Albert Albers, Anne Koziolek, Tobias Düser

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, ASE 2025, 2025

L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning.

Raul Singh, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman

Proceedings of the 8th International Conference on Natural Language and Speech Processing, 2025

Antifragility via Online Learning and Monitoring: An IoT Case Study.

Vincenzo Scotti, Diego Perez-Palacin, Valerio Brauzi, Vincenzo Grassi, Raffaela Mirandola

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2025

2024

Def2Vec: you shall know a word by its definition.

Irene Morazzoni, Vincenzo Scotti, Roberto Tedesco

Int. J. Speech Technol., December, 2024

A Primer on Seq2Seq Models for Generative Chatbots.

Vincenzo Scotti, Licia Sbattella, Roberto Tedesco

ACM Comput. Surv., March, 2024

Towards Parallelising Pre-trained Transformers.

Vincenzo Scotti, Mark James Carman

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

LLM Support for Real-Time Technical Assistance.

Vincenzo Scotti, Mark James Carman

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

Medical Information Extraction with Large Language Models.

Raffaello Fornasiere, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman

Proceedings of the 7th International Conference on Natural Language and Speech Processing, 2024

2023

Generative Empathetic Data-Driven Conversational Agents for Mental Healthcare

Vincenzo Scotti

PhD thesis, 2023

Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm.

Matteo Muffo, Roberto Tedesco, Licia Sbattella, Vincenzo Scotti

CoRR, 2023

Def2Vec: Extensible Word Embeddings from Dictionary Definitions.

Irene Morazzoni, Vincenzo Scotti, Roberto Tedesco

Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023), 2023

Vitali at ACTI - Transformer-based Conspiracy Theory Identification.

Michael Vitali, Vincenzo Scotti, Mark James Carman

Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

2022

Detecting Security Patches in Java Projects Using NLP Technology.

Andrea Stefanoni, Sarunas Girdzijauskas, Christina Jenkins, Zekarias T. Kefato, Licia Sbattella, Vincenzo Scotti, Emil Wåreus

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

2021

Improving Work Life Conditions via Portable Knowledge-Driven Recommender System (Discussion Paper).

Maurizio Atzori, Alessandro Barenghi, Sara Comai, Mariagrazia Fugini, Diego Marcia, Gerardo Pelosi, Manuela Sanguinetti, Vincenzo Scotti

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Static Fuzzy Bag-of-Words: a Lightweight and Fast Sentence Embedding Algorithm.

Matteo Muffo, Roberto Tedesco, Licia Sbattella, Vincenzo Scotti

Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian.

Anna Favaro, Licia Sbattella, Roberto Tedesco, Vincenzo Scotti

Proceedings of the 4th International Conference on Natural Language and Speech Processing, 2021

A Modular Data-Driven Architecture for Empathetic Conversational Agents.

Vincenzo Scotti, Roberto Tedesco, Licia Sbattella

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020

Combining Deep and Unsupervised Features for Multilingual Speech Emotion Recognition.

Vincenzo Scotti, Federico Galati, Licia Sbattella, Roberto Tedesco

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020