teaching

I co-supervised 20+ B.S. and M.S. undergraduates, reaching a scientific publication from the thesis work in several cases.

seminars

Graph Neural Networks and Graph Representation Learning for Natural Language Understanding
Text Mining, M.S. course, Computer Science and Engineering, University of Bologna, December 15, 2022

Graph Neural Networks and Graph Representation Learning
Data Mining, Text Mining and Big Data Analytics, M.S. course, Artificial Intelligence, University of Bologna, December 14, 2022

Retrieval-Enhanced Language Models and Semantic-Driven Summarization for Biomedical Domains
TerrierTeam Presentation, University of Glasgow, School of Computing Science, October 10, 2022

Natural Language Processing and Understanding: Transformers and Graph Neural Networks for Financial Applications
Seminar organized and funded by the Bologna Business School (BBS) as part of a refresher course for companies, July 06–11, 2022

Neuro-Symbolic AI for Natural Language Understanding from Text in Health Domains
Data Intensive Applications, B.S. course, Computer Science and Engineering, University of Bologna, April 27, 2022

Neuro-Symbolic AI for Natural Language Understanding in Health Domains
Semantic Web, M.S. course, Computer Science and Engineering, University of Bologna, April 4, 2022

A Gentle Introduction to Natural Language Understanding from Text: from Phenomena Explanation to Event Extraction and Event Graph Embedding
Data Mining, Text Mining and Big Data Analytics, M.S. course, Artificial Intelligence, University of Bologna, December 10, 2021

A Look at Knowledge Graphs, Ontologies and Semantic Similarity
Semantic Web, M.S. course, Computer Science and Engineering, University of Bologna, March 22, 2021

POIROT: Phenomena Explanation from Text
Text Mining, M.S. course, Computer Science and Engineering, University of Bologna, December 2, 2020

Knowledge Graph Learning from Text
Semantic Web, M.S. course, Computer Science and Engineering, University of Bologna, March 26, 2020

Introduction to Azure Cosmos DB
Web Services and Applications, M.S. course, Computer Science and Engineering, University of Bologna, March, 2018

co-supervision of bachelor students

Generation of Factual Summaries via Semantic Parsing
Candidate: Luca Grandi, Supervisor: Gianluca Moro, Other Co-Supervisor: Luca Ragazzi. University of Bologna, Computer Science and Engineering. March, 2023.

Automatic Annotation of Relevant Tokens for Abstractive Dialogue Summarization
Candidate: Federico Raffoni, Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. March, 2023.

AMRScore: Automatically Evaluating Consistency of Abstractive Summaries via Semantic Parsing
Candidate: Luca Cantagallo, Supervisor: Antonella Carbonaro. University of Bologna, Computer Science and Engineering. March, 2023.

PRISM: Refracting Probability Distributions into Abstractive Summaries through Decoding Strategies
Candidate: David Cohen, Supervisor: Antonella Carbonaro. University of Bologna, Computer Science and Engineering. December, 2022.

Study and Application of Motor Activity Classification Techniques with Deployment on Smartphones
Candidate: William Carletti, Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. December, 2022.

Unsupervised Representation and Similarity Learning for Event Graphs mentioned in the Biomedical Literature
Candidate: Eleonora Bertoni, Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. December, 2021.

Study and Experimentation of Advanced Metrics for the Evaluation of Natural Language Generation Models
Candidate: Marco Avagnano, Supervisor: Antonella Carbonaro. University of Bologna, Computer Science and Engineering. December, 2021.

Verbalization of Biomedical Events expressed in the Scientific Literature: Controlled Generation of Natural Language from Semantic Graphs by means of a Text-to-Text Transformer
Candidate: Lorenzo Balzani, Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. October, 2021.

Time-Evolving Knowledge Graphs based on Poirot: Dynamic Representation of Patients’ Voices
Candidate: Samuele Ceroni, Supervisor: Antonella Carbonaro. University of Bologna, Computer Science and Engineering. March, 2021.

Semantic Similarity and Clustering of Concepts from the Medical Literature represented with Language Models and Event-Based Knowledge Graphs
Candidate: Giulio Carlassare, Supervisor: Antonella Carbonaro, Other Co-Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. March, 2021.

Automatic Translation of Social Documents shared by Rare Patients
Candidate: Anna Fabris, Supervisor: Antonella Carbonaro. University of Bologna, Computer Science and Engineering. October, 2020.

Extraction of Medical Correlations from Unlabeled Social Posts with Neural Language Models and Data Clustering
Candidate: Alessandro Lombardini, Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. October, 2020.

co-supervision of master students

Subgraph Retrieval for Biomedical Open-Domain Question Answering: Unlocking the Knowledge Graph Embedding Power
Candidate: Faisal Ramzan, Supervisor: Claudio Sartori, Other Co-Supervisor: Gianluca Moro. University of Bologna, Artificial Intelligence. March, 2023.

Subgraph Retrieval for Biomedical Open-Domain Question Answering: Predicting Relational Paths with Language Models
Candidate: Mattia Achilli, Supervisor: Antonella Carbonaro, Other Co-Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. March, 2023.

Novel Text-to-Text Retrieval-Enhanced Transformer for Biomedical Literature
Candidate: Miki Mizutani, Supervisor: Gianluca Moro. University of Bologna, Artificial Intelligence. December, 2022.

Bio-QA-GNN: Reasoning with Language Models and Knowledge Graphs for Interpretable Biomedical Question Answering
Candidate: Enrico Gnagnarella, Supervisor: Antonella Carbonaro. University of Bologna, Computer Science and Engineering. December, 2022.

Guess The Link: Deciphering the Best Knowledge Graph Completion Techniques in Dense Spaces
Candidate: Ilaria Ferrari, Supervisor: Claudio Sartori, Other Co-Supervisor: Gianluca Moro. University of Bologna, Computer Engineering. December, 2022.

Edge-Aware Graph Attention Networks: Joint Reasoning on Text and Knowledge Graphs for Biomedical Question Answering
Candidate: Francesco Boschi, Supervisor: Gianluca Moro. University of Bologna, Computer Engineering. March, 2022.

Event-Augmented Summarization of Biomedical Scientific Reviews
Candidate: Paolo Italiani, Supervisor: Gianluca Moro. University of Bologna, Statistical Sciences. March, 2022.

Generate Explanations of Medical Concept Sets made up of Correlated Terms extracted from Patient Social Posts with Linear Transformers
Candidate: Alessia Ventani, Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. March, 2021.

Study and Implementation of the Graphic Interface for a Health Data Application
Candidate: Matteo Sertori, Supervisor: Antonella Carbonaro, Other Co-Supervisor: Gianluca Moro. University of Bologna, Computer Science and Engineering. October, 2020.