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HeadlineCause: A Dataset of News Headlines for Detecting Causalities [article]

Ilya Gusev, Alexey Tikhonov
2021 arXiv   pre-print
In this work, we present HeadlineCause, a dataset for detecting implicit causal relations between pairs of news headlines.  ...  We also present a set of models and experiments that demonstrates the dataset validity, including a multilingual XLM-RoBERTa based model for causality detection and a GPT-2 based model for possible effects  ...  Conclusion This paper introduced HeadlineCause, the novel dataset for implicit inter-sentence causation detection based on news headlines in Russian and English.  ... 
arXiv:2108.12626v2 fatcat:3d56v5u5kzf6tcdzgfmflmhnfm