Authors
Pierpaolo Basile, Annalina Caputo, Giovanni Semeraro
Publication date
2014
Conference
First Italian Conference on Computational Linguistics CLiC-it 2014
Volume
1
Pages
38-42
Publisher
Pisa University Press
Description
English. This paper proposes an approach to the construction of WordSpaces which takes into account temporal information. The proposed method is able to build a geometrical space considering several periods of time. This methodology enables the analysis of the time evolution of the meaning of a word. Exploiting this approach, we build a framework, called Temporal Random Indexing (TRI) that provides all the necessary tools for building WordSpaces and performing such linguistic analysis. We propose some examples of usage of our tool by analysing word meanings in two corpora: a collection of Italian books and English scientific papers about computational linguistics.
Italiano. In questo lavoro proponiamo un approccio per la costruzione di WordSpaces che tengano conto di informazioni temporali. Il metodo proposto costruisce degli spazi geometrici considerando diversi intervalli temporali. Questa …
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Scholar articles
P Basile, A Caputo, G Semeraro - Proceedings of the First Italian Conference on …, 2014