Construct · 1 fields · 1 citations

human label variation: a standalone construct

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

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Natural language processing

plausible disagreement among annotators about the right label, treated as signal about the data rather than noise around one ground truth.

In natural language processing, human label variation refers to plausible disagreement among annotators about the right label, treated as signal about the data rather than noise around one ground truth. This meaning comes from Plank (2022) in arXiv.[1]

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Nearby constructs

ground4 fields · 7 citationsjingle · one word, four constructs natural3 fields · 7 citationsjingle · one word, three constructs noise4 fields · 5 citationsjingle · one word, four constructs

References

Plank, B. (2022). The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation. arXiv. https://doi.org/10.48550/arxiv.2211.02570

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