Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- Annotazione automatica di token rilevanti per dialog summarization astrattiva
- Applicazione di Graph Neural Network nella Multi-Document Summarization con risorse limitate
- Benchmarking e Prompt Tuning di Large Language Model per la Generazione di Codice
- Clip et Impera: Topic-Centric Video Segmentation with Large Language Models
- Diagnose Your Text: A Plausibility Estimation Model for Medical Statements
- Fine tuning per text summarization
- From Words to Codes: Large Language Models for ICD-9 Extraction in Clinical Documents
- generazione di riassunti fattuali mediante
parsing semantico
- Graph neural network benchmark per la selezione di contenuto rilevante nella low-resource summarization
- Information Retrieval Biomedicale con Testo Arricchito Mediante Knowledge Graph Clinico
- Large Language Model per Dataset Giuridici Italiani: Esperimenti con Prompting, Retrieval-Augmented Generation e Fine-Tuning
- LAWSU-IT: Un Nuovo Dataset Giudiziario italiano per Long Document Summarization con Baseline Estrattive e Astrattive
- Modelli di previsione e analisi di Serie temporali nella movimentazione delle attrezzature di trasporto delle merci
- reinforcement learning on emerging referential communication in atari games
- scilay: un nuovo dataset per long document
summarization scientifici e divulgativi di
studi biomedici
- Self-supervised Information Retrieval basato su deep metric learning
- Studio e sperimentazione di algoritmi di raccomandazione per l'editoria
- Studio e sperimentazione di approcci neurali predittivi per il mercato azionario.
- studio ed ottimizzazione di un sistema di recommendation per corpora di documenti
- Survey on Few-Shot Summarization
- Sviluppo di Metodi di Soft Labeling per la Multi-Document Summarization in Ambito Legale
- Sviluppo di Retrieval-based Chatbot per l'Italiano con Transformer
- Text Expansion con Language Model Generativo con e senza Knowledge Graph Injection
- The Summary Imitation Game: Improving Abstractive Summarizers via Neural-Approximated Decoding Strategies
- To Generate or to Retrieve: On the Effectiveness of Artificial Contexts for Biomedical Question Answering
- Vision-Language Transformer: Retrieval ed Explainability in ambito Biomedico
Second cycle degree programmes dissertations
- AMR Beam Search: Generating Faithful Summaries with Semantic Graph Representations
- different approaches to structuring legal italian text using large language models
- Explaining Generative Model for Long-form Question Answering with Reasoning Graph
- Graph-based Vision-Language Model for Multi-Modal Retrieval of Fashion Products
- Infusing Structured Medical Knowledge into Language Models: Graph Neural Prompting for Healthcare Question Answering
- Knowledge-Enhanced Neural Models for Question Answering based on Retrieval
- Multi-Domain Conversational Agents based on Semantic Parsing and Retrieval of External Knowledge
- Neural Self-Supervised Information Retrieval: An Efficient and Effective Solution in Large Document Corpora
- Next Pictogram Prediction via Vision-Language Modeling: Enhancing the Autistic Children Communication
- Novel Text-to-Text Retrieval-Enhanced Transformer for Biomedical Literature
- Predicting Protein Functions With Ensemble Deep Learning and Protein Language Models
- Retrieving and Incorporating External Knowledge into Compressed Large Language Models
- Survey on Retrieval Enhanced Transformers applied to Biomedical domain
