Construct · 1 fields · 1 citations

annotation artifacts: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
annotationartifacts1 CONSTRUCTAnnotation artifactsGURURANGAN · NATURAL LANGUAGE

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Natural language processing

patterns that crowd workers leave in dataset text which let models guess labels without solving the intended task.

In natural language processing, annotation artifacts refers to patterns that crowd workers leave in dataset text which let models guess labels without solving the intended task. This meaning comes from Gururangan (2018) in Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers).[1]

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Nearby constructs

annotation1 fields · 2 citationsanchor · a standalone constructassociation4 fields · 4 citationsjingle · one word, four constructsnatural3 fields · 7 citationsjingle · one word, three constructs

References

  1. Gururangan, S., Swayamdipta, S., Levy, O., Schwartz, R., Bowman, S., & Smith, N. A. (2018). Annotation Artifacts in Natural Language Inference Data. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers). https://doi.org/10.18653/v1/n18-2017

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