Sentiment Analysis of Latin Poetry: First Experiments on the Odes of Horace

Rachele Sprugnoli, Francesco Mambrini, Marco Carlo Passarotti, Moretti Giovanni

Risultato della ricerca: Contributo in libroContributo a convegno

Abstract

In this paper we present a set of annotated data and the results of a number of unsupervised experiments for the analysis of sentiment in Latin poetry. More specifically, we describe a small gold standard made of eight poems by Horace, in which each sentence is labeled manually for the sentiment using a four-value classification (positive, negative, neutral and mixed). Then, we report on how this gold standard has been used to evaluate two automatic approaches for sentiment classification: one is lexicon-based and the other adopts a zero-shot transfer approach.
Lingua originaleEnglish
Titolo della pubblicazione ospiteProceedings of the Eighth Italian Conference on Computational Linguistics (CLiC-it 2021). Milan, Italy, January 26-28, 2022
Pagine1-7
Numero di pagine7
Stato di pubblicazionePubblicato - 2021
EventoEighth Italian Conference on Computational Linguistics - MILANO -- ITA
Durata: 26 gen 202228 gen 2022

Convegno

ConvegnoEighth Italian Conference on Computational Linguistics
CittàMILANO -- ITA
Periodo26/1/2228/1/22

Keywords

  • Sentiment Analysis
  • Horace

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