Search Results for author: Eirini Florou

Found 5 papers, 0 papers with code

Deep Learning based, end-to-end metaphor detection in Greek language with Recurrent and Convolutional Neural Networks

no code implementations23 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.

Feature Engineering Representation Learning

Neural embeddings for metaphor detection in a corpus of Greek texts

no code implementations10 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.

Word embeddings for idiolect identification

no code implementations10 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.

Authorship Attribution Word Embeddings

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