Abstract : This paper aims to apply the notions of quantum geometry and correlation to the typification of semantic relations between couples of keywords in di↵erent 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".
https://hal-centralesupelec.archives-ouvertes.fr/hal-01872400
Contributor : Zeno Toffano
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Submitted on : Wednesday, September 12, 2018 - 9:45:46 AM
Last modification on : Monday, November 19, 2018 - 11:38:11 AM
Long-term archiving on : Thursday, December 13, 2018 - 12:32:29 PM
Francesco Galofaro, Zeno Toffano, Bich-Liên Doan. Quantum Semantic Correlations in Hate and Non-Hate Speeches. Compositional Approaches for Physics, NLP, and Social Sciences (CAPNS 2018), Sep 2018, Nice, France. ⟨hal-01872400⟩
