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created at

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updated at

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Open Graph

title

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site name

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updated

2025-12-11 19:37:56

raw text

INFOTABS Paper Dataset Explore Code Video PPT Knowledge + InfoTabS TabPert Inference on Tables as Semi-structured Data About Understanding ubiquitous semi-structured tabulated data requires not only comprehending the meaning of text fragments, but also implicit relationships between them. We argue that such data can prove as a testing ground for understanding how we reason about information. To study this, we introduce a new dataset called INFOTABS, comprising of human-written textual hypotheses based on premises that are tables extracted from Wikipedia info-boxes. Our analysis shows that the semi-structured, multi-domain and heterogeneous nature of the premises admits complex, multi-faceted reasoning. tldr: INFOTABS is a Semi-structured inference dataset with wikipedia Infobox tables as premise and human written statements as hypothesis. Procedure We use Amazon Mechanical Turk ( mturk ) for data collection and validation. Annotators were presented with a ta...

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