Giuseppe Futia – Medium

Giuseppe Futia

Giuseppe Futia
in
Towards Data Science

Leveraging AI Synergies for Named Entity Disambiguation

A perspective for combining LLMs, Ontologies, and Knowledge Graphs in the Biomedical Domain

Apr 22

Leveraging AI Synergies for Named Entity Disambiguation

Apr 22

Giuseppe Futia
in
Towards Data Science

The Expressive Power of GNNs — Introduction and Foundations

Connecting the dots for a theoretical analysis of Graph Neural Network models

Feb 21

The Expressive Power of GNNs — Introduction and Foundations

Feb 21

Giuseppe Futia

Building KGs with LLMs — The Use Case of the Rockefeller Archive Center

How we used GPT to perform Named Entity Recognition, Relation Extraction, and Entity Resolution on typewritten documents

Feb 1

Building KGs with LLMs — The Use Case of the Rockefeller Archive Center

Feb 1

Giuseppe Futia

A Knowledge Graph-based Perspective on Named Entity Disambiguation

And how to apply it to the healthcare domain

Aug 4, 2022

A Knowledge Graph-based Perspective on Named Entity Disambiguation

Aug 4, 2022

Giuseppe Futia
in
Towards Data Science

Knowledge Graph Perspectives

Building bridges from the Resource Description Framework to Labeled Property Graphs

Nov 4, 2021

Knowledge Graph Perspectives

Nov 4, 2021

Giuseppe Futia
in
Towards Data Science

Graph Representation Learning — Objective Functions and Encoders (Part 3)

Let’s understand how to optimize GRL models and their ability to incorporate different network features

Nov 3, 2021

Graph Representation Learning — Objective Functions and Encoders (Part 3)

Nov 3, 2021

Giuseppe Futia
in
Towards Data Science

Graph Representation Learning — The Encoder-Decoder Model (Part 2)

May 26, 2021

Graph Representation Learning — The Encoder-Decoder Model (Part 2)

May 26, 2021

Giuseppe Futia
in
Towards Data Science

Graph Representation Learning — Network Embeddings (Part 1)

May 11, 2021

Graph Representation Learning — Network Embeddings (Part 1)

May 11, 2021

Giuseppe Futia

Thanks for sharing, very clear pipeline. Do you know if it can be applicacable to other languages?

May 8, 2021

May 8, 2021

Giuseppe Futia
in
Towards Data Science

Graph Attention Networks Under the Hood

A Step-by-step Guide From Math to NumPy

Feb 1, 2021

Graph Attention Networks Under the Hood

Feb 1, 2021

Giuseppe Futia

Giuseppe Futia

AI Consultant and Educator | Ph.D. at Politecnico di Torino (Italy). Passionate about Knowledge Graphs, LLMs, and Graph Neural Networks.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams