Aligning Script Events with Narrative Texts

@inproceedings{Ostermann2017AligningSE,
  title={Aligning Script Events with Narrative Texts},
  author={Simon Ostermann and Michael Roth and Stefan Thater and Manfred Pinkal},
  booktitle={*SEM},
  year={2017}
}
Script knowledge plays a central role in text understanding and is relevant for a variety of downstream tasks. In this paper, we consider two recent datasets which provide a rich and general representation of script events in terms of paraphrase sets. We introduce the task of mapping event mentions in narrative texts to such script event types, and present a model for this task that exploits rich linguistic representations as well as information on temporal ordering. The results of our… CONTINUE READING
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