Construct · 1 fields · 1 citations

data statements: a standalone construct

One name. One construct. A landmark on the map.

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Data science

documentation describing a language dataset's speakers, annotators, curation and context so users can judge generalization and bias.

In data science, data statements refers to documentation describing a language dataset's speakers, annotators, curation and context so users can judge generalization and bias. This meaning comes from Bender (2018) in Transactions of the Association for Computational Linguistics.[1]

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Nearby constructs

association4 fields · 4 citationsjingle · one word, four constructs bias6 fields · 8 citationsjingle · one name, six constructs context4 fields · 7 citationsjingle · one word, four constructs

References

Bender, E. M., & Friedman, B. (2018). Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science. Transactions of the Association for Computational Linguistics, 6, 587-604. https://doi.org/10.1162/tacl_a_00041

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