Quantum Semantic Correlations in Hate and Non-Hate Speeches

Francesco Galofaro
(POLIMI, UNIBZ)
Zeno Toffano
(Centralesupélec)
Bich-Liên Doan
(Centralesupélec)

This paper aims to apply the notions of quantum geometry and correlation to the typification of semantic relations between couples of keywords in different documents. In particular we analysed texts classified as hate / non hate speeches, containing the keywords "women", "white", and "black". The paper compares this approach to cosine similarity, a classical methodology, to cast light on the notion of "similar meaning''.

In Martha Lewis, Bob Coecke, Jules Hedges, Dimitri Kartsaklis and Dan Marsden: Proceedings of the 2018 Workshop on Compositional Approaches in Physics, NLP, and Social Sciences (CAPNS 2018), Nice, France, 2-3rd September 2018, Electronic Proceedings in Theoretical Computer Science 283, pp. 62–74.
Published: 8th November 2018.

ArXived at: https://dx.doi.org/10.4204/EPTCS.283.5 bibtex PDF
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