arxiv: 1710.05709 · v2 · pith:KECS4X6Rnew · submitted 2017-10-16 · 💻 cs.CL

Aligning Script Events with Narrative Texts

Simon Ostermann , Michael Roth , Stefan Thater , Manfred Pinkal This is my paper

classification 💻 cs.CL

keywords scripttaskeventeventsnarrativerichtextsaligning

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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 experiments demonstrate that this complex task is indeed feasible.

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Aligning Script Events with Narrative Texts

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