EntailmentBank is a dataset that contains multistep entailment trees. At each node in the tree (typically) two or more facts compose together to produce a new conclusion. Given a hypothesis (question + answer), three increasingly difficult explanation tasks are defined: generate a valid entailment tree given (a) all relevant sentences (the leaves of the gold entailment tree) (b) all relevant and some irrelevant sentences (c) a corpus.
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