Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Automatic Generation of Literary Sentences in French

Version 1 : Received: 23 December 2022 / Approved: 26 December 2022 / Online: 26 December 2022 (15:53:39 CET)

A peer-reviewed article of this Preprint also exists.

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. 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

Comments (0)

We encourage comments and feedback from a broad range of readers. See criteria for comments and our Diversity statement.

Leave a public comment
Send a private comment to the author(s)
* All users must log in before leaving a comment
Views 0
Downloads 0
Comments 0
Metrics 0


×
Alerts
Notify me about updates to this article or when a peer-reviewed version is published.
We use cookies on our website to ensure you get the best experience.
Read more about our cookies here.