Paolo Torroni

Tesi di Laurea Magistrale

• A Comparative Study of Multimodal Deep Learning Architectures for Depression Detection
• A Comparison between LLMs and SLMs for Document Processing in the Insurance Sector
• A Multimodal Approach to Alternative Text Generation for Accessibility using Large Language Models and Computer Vision Classifiers
• A Self-Supervised Attribution Method for Explaining Neural Networks
• Agentic and Privacy-Preserving Retrieval-Augmented Generation: Architecture and Empirical Evaluation
• AI solutions for Visual Recognition of Thyroid Eye Disease
• An agentic RAG approach for knowledge management in enterprise consulting contexts
• An Artificial Intelligence System for the Autonomous Pagination of Newspapers
• An LLM Agent System for Reducing Hallucinations in Drug Discovery Tasks
• An LLM-as-a-judge Comparison of Embedding Models for RAG Tasks in Italian Press News Data
• Assessing LLM Capabilities in Low-Resource Language Settings: A Kazakh Perspective
• Balancing Fairness and Semantic Integrity in Sentence Embeddings: A Neuro-Symbolic Approach to Gender Debiasing
• Bridging the Lexical-Semantic Gap in Music Discovery: The Reranker as a Foundational Enabler for Hybrid Agentic RAG Architectures
• Design and Development of a RAG-Based Chatbot System for Web Content Exploration
• Design and Implementation of a High-Accuracy Text-to-SQL Pipeline with LLMs
• Design, Implementation and Benchmarking of a Retrieval-Augmented Chatbot for the Insurance Sector
• Development of an LLM-based system for the generation of multiple-choice English grammar exercises
• Dynamic Few-Shot Learning for Knowledge Graph Question Answering
• Enhancing Document Parsing and Question Answering through Optimized Table Parsing
• Enhancing the Software Development Life Cycle with Conversational AI: LLM-Driven Documentation Q&A and Automated Model Evaluation
• Exploring Knowledge Distillation in LLMs
• Extracting Organization-Location Relations from German News Articles: A Comparative Study of Techniques
• From Knowledge Extraction to Semantic Reasoning: A Comparative Analysis of LLMs
• Graph Orchestrated Multi-Agent Workflows for Insurance Client Intake
• Implementing large language model-based machine translation in small and medium-sized enterprises
• Integrating behaviour trees and finite state machines for human-robot interaction
• Investigating Mechanistic Interpretability in Large Language Models through Model Stitching Across Architectures
• Judging the Judges: A Case Study on LLM-as-a-Judge for Retrieval-Augmented Generation
• Leveraging Fine-Tuned LLMs for Policy Reasoning in Identity and Access Management
• Leveraging Large Language Models for Fact-Checked Claim Retrieval Based On Similarity
• Leveraging LLMs as noisy label generators for named entity recognition
• Machine Learning Approaches for State of Health Estimation of Electric Vehicle Batteries
• Named Entity Recognition for Historical Italian Texts: Overcoming Data Limitations through Strategic Annotation and Model Adaptation
• Optimizing Listwise Reranking with ModernBERT: A Data-Centric Approach with a Novel Graded Corpus
• Progettazione e implementazione di un chatbot per l'assistenza clienti di un servizio di telepedaggio
• Prompt Sensitivity to Context in LLM Multi-Agent Decision-Making: a Prisoner’s Dilemma Case Study
• Selective rationalization via genetic-based learning: extending the GenSPP architecture with the CMA-ES algorithm
• Self-Assessment in RAG Systems: Evaluating Feedback Loops and Quality Control Mechanisms
• Thinking with Images in Large Multimodal Reasoning Models
• Ulisses x AI: Underwater Targets Detection using DIFAR Sonobuoys
• Valida: AI and NLP Techniques in Document Forgery Detection
• VerifAi: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers
• Zero-Shot Warning Generation for Misinformative Multimodal Content Detection