GAN and GPT-2 Neural Networks, Worn Words and Creativity, Namely Literary Second-Hand Cover Image

Sieci neuronowe typu GAN i GPT-2, słowa zużyte i kreatywność, czyli literacki second-hand
GAN and GPT-2 Neural Networks, Worn Words and Creativity, Namely Literary Second-Hand

Author(s): Inez Okulska
Subject(s): Theory of Literature
Published by: Uniwersytet Adama Mickiewicza
Keywords: krytyka literacka;sztuczna inteligencja;machine learning;kreatywność;creative writing;interpoetyka;intertekstualność;

Summary/Abstract: Is creativity only a human domain? Can a neural network, even the most sophisticated architecture,fed with material created and chosen by man, be creative, and even if it is nota work of art secondary to human beings? Or maybe, as Bakhtin, and behind him Kristeva,wanted, each of our expressions is still destined to be secondary, because this is the nature oflanguage? What is creativity, what can artificial intelligence do, what critical literary reflectionscan its work induce, especially in the context of intertextual and interpoetic relations?In the article I am searching for answers on the example of functioning of neural networkstype GAN and GPT-2 model. Apart from fragments of analyzed texts and references to thetheory of literature, there is also an introduction to the structure and essence of the analyzedtechnological solutions.

  • Issue Year: 2019
  • Issue No: 18
  • Page Range: 26-35
  • Page Count: 10
  • Language: Polish