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Recognizing Arrow Of Time In The Short Stories

2019-03-25WS 2019Code Available0· sign in to hype

Fahimeh Hosseini, Hosein Fooladi, Mohammad Reza Samsami

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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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