Construct · 1 fields · 1 citations

inadequacy of the mode: a standalone construct

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

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Natural language processing

the finding that the single most probable translation under a model is often poor or empty, so decoding for the mode misrepresents what the model learned.

In natural language processing, inadequacy of the mode refers to the finding that the single most probable translation under a model is often poor or empty, so decoding for the mode misrepresents what the model learned. This meaning comes from Eikema (2020) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

mode5 fields · 5 citationsjingle · one word, five constructs model3 fields · 3 citationsjingle · one word, three constructs natural3 fields · 7 citationsjingle · one word, three constructs

References

Eikema, B., & Aziz, W. (2020). Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation. arXiv. https://doi.org/10.48550/arxiv.2005.10283

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