Construct · 1 fields · 1 citations

teacher forcing: a standalone construct

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

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Machine learning

training a recurrent network by feeding it the correct previous output as input at each step instead of its own prediction.

In machine learning, teacher forcing refers to training a recurrent network by feeding it the correct previous output as input at each step instead of its own prediction. This meaning comes from Williams (1989) in Neural Computation.[1]

Unit
Recovery means
Measured by

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Nearby constructs

forcing3 fields · 4 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs network4 fields · 6 citationsjingle · one word, four constructs

References

Williams, R. J., & Zipser, D. (1989). A Learning Algorithm for Continually Running Fully Recurrent Neural Networks. Neural Computation, 1(2), 270-280. https://doi.org/10.1162/neco.1989.1.2.270

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