A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

@inproceedings{Mostafazadeh2016ACA,
  title={A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories},
  author={N. Mostafazadeh and Nathanael Chambers and Xiaodong He and Devi Parikh and Dhruv Batra and Lucy Vanderwende and P. Kohli and James F. Allen},
  booktitle={NAACL},
  year={2016}
}
Representation and learning of commonsense knowledge is one of the foundational problems in the quest to enable deep language understanding. [...] Key Method We created a new corpus of 50k five-sentence commonsense stories, ROCStories, to enable this evaluation. This corpus is unique in two ways: (1) it captures a rich set of causal and temporal commonsense relations between daily events, and (2) it is a high quality collection of everyday life stories that can also be used for story generation. Experimental…Expand
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