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Vocabulary of natural language processing

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Concept information

... > NLP methods and tools > artificial intelligence > machine learning > machine learning model > neural networks model > recurrent neural network

Terme préférentiel

recurrent neural network  

Définition

  • A neural network that is intentionally run multiple times, where parts of each run feed into the next run. Specifically, hidden layers from the previous run provide part of the input to the same hidden layer in the next run. Recurrent neural networks are particularly useful for evaluating sequences, so that the hidden layers can learn from previous runs of the neural network on earlier parts of the sequence. (Google for Developers, Machine Learning Glossary)

Concept générique

Concepts spécifiques

Synonyme(s)

  • RNN

Exemple

  • We propose a text-based recommendation engine that utilizes recurrent neural networks to flexibly map textual input into continuous vector representations tailored to the recommendation task. (Gu, Lei, Barzilay & Jaakkola, 2016)

Traductions

URI

http://data.loterre.fr/ark:/67375/8LP-PL8WWPCP-5

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