Giovanni Colavizza

On Mining Citations to Primary and Secondary Sources in Historiography

2015 · Accademia University Press eBooks

We present preliminary results from the Linked Books project, which aims at analysing citations from the historiography on Venice. A preliminary goal is to extract and parse citations from any location in the text, especially …

Local2Global: Scaling global representation learning on graphs via local training

2021 · arXiv (Cornell University)

We propose a decentralised "local2global" approach to graph representation learning, that one can a-priori use to scale any embedding technique. Our local2global approach proceeds by first dividing the input graph into overlapping subgraphs (or "patches") …