Construct · 1 fields · 1 citations

connectionist temporal classification: a standalone construct

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

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connectionist temporalclassification1 CONSTRUCTConnectionist temporalGRAVES · NATURAL LANGUAGE

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Natural language processing

a training objective that lets a recurrent network label unsegmented sequences by summing over all alignments between input frames and output labels.

In natural language processing, connectionist temporal classification refers to a training objective that lets a recurrent network label unsegmented sequences by summing over all alignments between input frames and output labels. This meaning comes from Graves (2006) in Proceedings of the 23rd international conference on Machine learning - ICML '06.[1]

Unit
Recovery means
Measured by

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Nearby constructs

learning6 fields · 14 citationsjingle · one name, six constructsnatural3 fields · 7 citationsjingle · one word, three constructsnetwork4 fields · 6 citationsjingle · one word, four constructs

References

  1. Graves, A., Fernández, S., Gomez, F., & Schmidhuber, J. (2006). Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. Proceedings of the 23rd international conference on Machine learning - ICML '06. https://doi.org/10.1145/1143844.1143891

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