LDA2Net: Digging under the surface of COVID-19 topics in scientific literature

no code implementations • 2 Dec 2021 • Giorgia Minello, Carlo R. M. A. Santagiustina, Massimo Warglien

During the COVID-19 pandemic, the scientific literature related to SARS-COV-2 has been growing dramatically, both in terms of the number of publications and of its impact on people's life.

Topic Models

The Unfolding Structure of Arguments in Online Debates: The case of a No-Deal Brexit

no code implementations • 9 Mar 2021 • Carlo Santagiustina, Massimo Warglien

Results show that the proposed methodology can be employed to perform a statistical rhetorics analysis of debates, and map the architecture of controversies across time.

Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914

1 code implementation • WS 2019 • Rocco Tripodi, Massimo Warglien, Simon Levis Sullam, Deborah Paci

We investigate some aspects of the history of antisemitism in France, one of the cradles of modern antisemitism, using diachronic word embeddings.

Diachronic Word Embeddings Word Embeddings