Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

north american chapter of the association for computational linguistics, pp. 1595-1604, 2018.

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Abstract:

We present a new dataset and models for comprehending paragraphs about processes (e.g., photosynthesis), an important genre of text describing a dynamic world. The new dataset, ProPara, is the first to contain natural (rather than machine-generated) text about a changing world along with a full annotation of entity states (location and ex...More

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