5 papers
The use of the word "\{gamma}\u{psion}ναι\k{appa}ο\k{appa}τονια" (femicide) in Greek-speaking Twitter
Aglaia Aggistrioti, Efstathia Bambili, Nikoleta Gkatzoli +3
Between 2019 and 2022, Greek media attention has been attracted by a rather unusually high number of femicide cases which have been trending for several weeks up to months in the p…
Transformer Ensembles for Sexism Detection
Lily Davies, Marta Baldracchi, Carlo Alessandro Borella +1
This document presents in detail the work done for the sexism detection task at EXIST2021 workshop. Our methodology is built on ensembles of Transformer-based models which are trai…
Deep Learning based, end-to-end metaphor detection in Greek language with Recurrent and Convolutional Neural Networks
Konstantinos Perifanos, Eirini Florou, Dionysis Goutsos
This paper presents and benchmarks a number of end-to-end Deep Learning based models for metaphor detection in Greek. We combine Convolutional Neural Networks and Recurrent Neural…
Neural embeddings for metaphor detection in a corpus of Greek texts
Eirini Florou, Konstantinos Perifanos, Dionysis Goutsos
One of the major challenges that NLP faces is metaphor detection, especially by automatic means, a task that becomes even more difficult for languages lacking in linguistic resourc…
Word embeddings for idiolect identification
Konstantinos Perifanos, Eirini Florou, Dionysis Goutsos
The term idiolect refers to the unique and distinctive use of language of an individual and it is the theoretical foundation of Authorship Attribution. In this paper we are focusin…