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We introduce WIQA, the first large-scale dataset of 'What if…' questions over procedural text.

WIQA contains three parts: a collection of paragraphs each describing a process, e.g., beach erosion;

We analyze the challenges, in particular tracking chains of influences, and present the dataset as an open challenge to the community.