Recognizing Arrow Of Time In The Short Stories
Computation and Language
2019-03-27 v1
Abstract
Recognizing arrow of time in short stories is a challenging task. i.e., given only two paragraphs, determining which comes first and which comes next is a difficult task even for humans. In this paper, we have collected and curated a novel dataset for tackling this challenging task. We have shown that a pre-trained BERT architecture achieves reasonable accuracy on the task, and outperforms RNN-based architectures.
Cite
@article{arxiv.1903.10548,
title = {Recognizing Arrow Of Time In The Short Stories},
author = {Fahimeh Hosseini and Hosein Fooladi and Mohammad Reza Samsami},
journal= {arXiv preprint arXiv:1903.10548},
year = {2019}
}
Comments
WiNLP 2019 workshop, 3 pages