TY - GEN
T1 - PoliticIT at EVALITA 2023
T2 - 8th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, EVALITA 2023
AU - Russo, Daniel
AU - Jiménez-Zafra, Salud María
AU - García-Díaz, José Antonio
AU - Caselli, Tommaso
AU - Guerini, Marco
AU - Alfonso Ureña-López, L.
AU - Valencia-García, Rafael
N1 - Publisher Copyright:
© 2023 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
PY - 2023
Y1 - 2023
N2 - This paper presents the PoliticIT 2023 shared task, organised at EVALITA 2023 workshop. The task aims to extract politicians' ideology information from a set of tweets in Italian framed as a binary and a multiclass classification. The task is designed to be privacy-preserving and it is accompanied by a subtask targeting the identification of self-assigned gender as a demographic trait. The PoliticIT task attracted 7 teams that registered for the task, submitted results and presented working notes describing their systems. Most of the teams proposed transformer-based approaches, while some of them also used traditional machine learning algorithms or even a combination of both.
AB - This paper presents the PoliticIT 2023 shared task, organised at EVALITA 2023 workshop. The task aims to extract politicians' ideology information from a set of tweets in Italian framed as a binary and a multiclass classification. The task is designed to be privacy-preserving and it is accompanied by a subtask targeting the identification of self-assigned gender as a demographic trait. The PoliticIT task attracted 7 teams that registered for the task, submitted results and presented working notes describing their systems. Most of the teams proposed transformer-based approaches, while some of them also used traditional machine learning algorithms or even a combination of both.
KW - Author analysis
KW - Author profiling
KW - Demographic
KW - Political ideology
KW - psychographic traits
UR - http://www.scopus.com/inward/record.url?scp=85173564909&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85173564909
T3 - CEUR Workshop Proceedings
BT - Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023)
A2 - Lai, Mirko
A2 - Menini, Stefano
A2 - Polignano, Marco
A2 - Russo, Valentina
A2 - Sprugnoli, Rachele
A2 - Venturi, Giulia
PB - CEUR Workshop Proceedings (CEUR-WS.org)
Y2 - 7 September 2023 through 8 September 2023
ER -