What is Wrong with Language Models that Can Not Tell a Story?

Fuente: arXiv
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Autores principales: Yamshchikov, Ivan P., Tikhonov, Alexey
Formato: Preprint
Publicado: 2022
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author Yamshchikov, Ivan P.
Tikhonov, Alexey
author_facet Yamshchikov, Ivan P.
Tikhonov, Alexey
contents This paper argues that a deeper understanding of narrative and the successful generation of longer subjectively interesting texts is a vital bottleneck that hinders the progress in modern Natural Language Processing (NLP) and may even be in the whole field of Artificial Intelligence. We demonstrate that there are no adequate datasets, evaluation methods, and even operational concepts that could be used to start working on narrative processing.
format Preprint
id arxiv_https___arxiv_org_abs_2211_05044
institution arXiv
publishDate 2022
record_format arxiv
spellingShingle What is Wrong with Language Models that Can Not Tell a Story?
Yamshchikov, Ivan P.
Tikhonov, Alexey
Computation and Language
Artificial Intelligence
68T50
I.2.7; J.5
This paper argues that a deeper understanding of narrative and the successful generation of longer subjectively interesting texts is a vital bottleneck that hinders the progress in modern Natural Language Processing (NLP) and may even be in the whole field of Artificial Intelligence. We demonstrate that there are no adequate datasets, evaluation methods, and even operational concepts that could be used to start working on narrative processing.
title What is Wrong with Language Models that Can Not Tell a Story?
topic Computation and Language
Artificial Intelligence
68T50
I.2.7; J.5
url https://arxiv.org/abs/2211.05044