Moreno-Jiménez, L.-G.; Torres-Moreno, J.-M.; Wedemann, R.S. Automatic Generation of Literary Sentences in French. Algorithms2023, 16, 142.
Moreno-Jiménez, L.-G.; Torres-Moreno, J.-M.; Wedemann, R.S. Automatic Generation of Literary Sentences in French. Algorithms 2023, 16, 142.
Moreno-Jiménez, L.-G.; Torres-Moreno, J.-M.; Wedemann, R.S. Automatic Generation of Literary Sentences in French. Algorithms2023, 16, 142.
Moreno-Jiménez, L.-G.; Torres-Moreno, J.-M.; Wedemann, R.S. Automatic Generation of Literary Sentences in French. Algorithms 2023, 16, 142.
Abstract
In this paper, we introduce a model for the automatic generation of literary sentences in French. It is based on algorithms that we have previously used to generate sentences in Spanish and Portuguese, and on a new corpus consisting of literary texts in French that we have constructed, called [FR]. Our automatic text generation algorithm combines language models, shallow parsing and deep learning, artificial neural networks. We have also proposed and implemented a manual evaluation protocol to assess the quality of the artificial sentences generated by our algorithm, by testing if they fulfill four simple criteria. We have obtained encouraging results from the evaluators for most of the desired features of our artificially generated sentences.
Keywords
computational creativity; literary sentences; automatic text generation; shallow parsing and deep learning.
Subject
Computer Science and Mathematics, Artificial Intelligence and Machine Learning
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.