TY - GEN
T1 - Automatic text generation by learning from literary structures
AU - Daza, Angel
AU - Calvo, Hiram
AU - Figueroa-Nazuno, Jesús
N1 - Publisher Copyright:
© 2016 Proceedings of the 5th Workshop on Computational Linguistics for Literature, CLfL 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016. All rights reserved.
PY - 2016
Y1 - 2016
N2 - Most of the work dealing with automatic story production is based on a generic architecture for text generation; however, the resulting stories still lack a style that can be called literary. We believe that in order to generate automatically stories that could be compared with those by human authors, a specific methodology for fiction text generation should be defined. We also believe that it is essential for a story to convey the effect of originality to the person who is reading it. Our methodology proposes corpus-based generation of stories that could be called creative and also have a style similar to human fiction texts. We also show how these stories have plausible syntax and coherence, and are perceived as interesting by human evaluators.
AB - Most of the work dealing with automatic story production is based on a generic architecture for text generation; however, the resulting stories still lack a style that can be called literary. We believe that in order to generate automatically stories that could be compared with those by human authors, a specific methodology for fiction text generation should be defined. We also believe that it is essential for a story to convey the effect of originality to the person who is reading it. Our methodology proposes corpus-based generation of stories that could be called creative and also have a style similar to human fiction texts. We also show how these stories have plausible syntax and coherence, and are perceived as interesting by human evaluators.
UR - http://www.scopus.com/inward/record.url?scp=85053220464&partnerID=8YFLogxK
M3 - Contribución a la conferencia
AN - SCOPUS:85053220464
T3 - Proceedings of the 5th Workshop on Computational Linguistics for Literature, CLfL 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016
SP - 9
EP - 19
BT - Proceedings of the 5th Workshop on Computational Linguistics for Literature, CLfL 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics
A2 - Feldman, Anna
A2 - Kazantseva, Anna
A2 - Szpakowicz, Stan
PB - Association for Computational Linguistics (ACL)
T2 - 5th Workshop on Computational Linguistics for Literature, CLfL 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016
Y2 - 16 June 2016
ER -