no code implementations • 21 Oct 2022 • Aglaia Aggistrioti, Efstathia Bambili, Nikoleta Gkatzoli, Athina Kontostavlaki, Ioanna Tsounidi, Konstantinos Perifanos
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 public debate and one of the contributing factors is the feedback loop between traditional media and social media.
1 code implementation • SemEval (NAACL) 2022 • Ahmed Mahran, Carlo Alessandro Borella, Konstantinos Perifanos
In this paper we describe our work towards building a generic framework for both multi-modal embedding and multi-label binary classification tasks, while participating in task 5 (Multimedia Automatic Misogyny Identification) of SemEval 2022 competition.
no code implementations • 29 Oct 2021 • Lily Davies, Marta Baldracchi, Carlo Alessandro Borella, Konstantinos Perifanos
This document presents in detail the work done for the sexism detection task at EXIST2021 workshop.
no code implementations • 23 Jul 2020 • Konstantinos Perifanos, Eirini Florou, Dionysis Goutsos
We combine Convolutional Neural Networks and Recurrent Neural Networks with representation learning to bear on the metaphor detection problem for the Greek language.
no code implementations • 10 Feb 2019 • 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.
no code implementations • 10 Feb 2019 • 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 resources and tools.