3 papers
cs.CL2020
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…
cs.CL2019
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…
cs.CL2019
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…