Lorenzo Balzani
Co-Founder & CTO @ Always Friday
Fun with AI
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bio-ee-egv
[COLING22] Text-to-Text Extraction and Verbalization of Biomedical Event Graphs
neural-subgraph-retrieval
PyTorch module that generates a subgraph originating from the UMLS Knowledge Graph (KG) when presented with a biomedical question (from MedQA). It utilizes Language Models (LMs) to solve the next relation prediction task and graph node embedding to infer the tail given a head and the predicted relation, essentially performing link prediction.
nlp_projects
This repository contains assignments, the final course project, and the project work assigned for the Natural Language Processing (NLP) course within the Artificial Intelligence Master's program.
nlp-dl-experiments
Python implementation of Deep Learning models, with a focus on NLP.
bayesian-network-credit-cards
The objective of this study is to explore the impact of the structure of a Bayesian Network on its overall run-time, potential unwanted bias, and accuracy in performing a classification task. A credit card default dataset was utilised to construct six networks with varying structures and to learn their conditional probability distributions.
lorenzobalzani.github.io
This repository houses the code for my personal portfolio website. The website features a blog section, my professional resume, and a contact form for reaching out to me. Explore my online presence and get in touch!