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Vocabulary of natural language processing

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Concept information

Preferred term

state space  

Definition

  • The different configurations or representations of the input, output, and intermediate states of a model during processing. In sequence-to-sequence models used for machine translation, the state space includes the various hidden states of the encoder and decoder recurrent neural networks at different time steps.

Broader concept

Example

  • Furthermore methods combine with supervised learning are often not available for a very large number of state spaces. (Xu, Wang, Long & Zhao, 2024)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-VPXFL3XJ-6

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