Annotation and Detection of Emotion Polarity in “I Promessi Sposi”: Dataset and Experiments

Rachele Sprugnoli, Arianna Redaelli

Risultato della ricerca: Contributo in libroContributo a conferenza

Abstract

Emotions play a crucial role in literature and are studied by various disciplines, e.g. literary criticism, psychology, anthropology and, more recently, also with computational methods in NLP. However, studies in the Italian context are still limited. This work therefore aims to advance the state of the art in the field of emotion analysis applied to historical texts by proposing a new dataset and describing the results of a set of emotion polarity detection experiments. The text analyzed is “I Promessi Sposi” in its final edition (published in 1840), one of the most important novels in the Italian literary and linguistic canon.
Lingua originaleInglese
Titolo della pubblicazione ospiteProceedings of the 10th Italian Conference on Computational Linguistics (CLiC-it 2024)
EditoreCEUR Workshop Proceedings
Pagine940-947
Numero di pagine8
ISBN (stampa)979-12-210-7060-6
Stato di pubblicazionePubblicato - 2024
Pubblicato esternamente

Keywords

  • emotion analysis
  • annotation
  • Italian
  • Alessandro Manzoni

Fingerprint

Entra nei temi di ricerca di 'Annotation and Detection of Emotion Polarity in “I Promessi Sposi”: Dataset and Experiments'. Insieme formano una fingerprint unica.

Cita questo