Annotation Artifacts in Natural Language Inference Data

north american chapter of the association for computational linguistics, 2018.

Cited by: 382|Views200
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Abstract:

Large-scale datasets for natural language inference are created by presenting crowd workers with a sentence (premise), and asking them to generate three new sentences (hypotheses) that it entails, contradicts, or is logically neutral with respect to. We show that, in a significant portion of such data, this protocol leaves clues that make...More

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