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Recognizing Arrow Of Time In The Short Stories
March 25, 2019 ยท Declared Dead ยท ๐ WNLP@ACL
"No code URL or promise found in abstract"
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Authors
Fahimeh Hosseini, Hosein Fooladi, Mohammad Reza Samsami
arXiv ID
1903.10548
Category
cs.CL: Computation & Language
Citations
0
Venue
WNLP@ACL
Last Checked
6 months ago
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.
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