Construct · 1 fields · 1 citations

scheduled sampling: a standalone construct

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

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Machine learning

gradually replacing ground-truth previous tokens with the model's own predictions during sequence training, reducing the mismatch between training and generation.

In machine learning, scheduled sampling refers to gradually replacing ground-truth previous tokens with the model's own predictions during sequence training, reducing the mismatch between training and generation. This meaning comes from Bengio (2015) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

generation2 fields · 4 citationsjingle · one word, two constructs learning6 fields · 14 citationsjingle · one name, six constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Bengio, S., Vinyals, O., Jaitly, N., & Shazeer, N. (2015). Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks. arXiv. https://doi.org/10.48550/arxiv.1506.03099

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