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Vocabulary of natural language processing

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Concept information

NLP methods and tools > graph theory > node representation

Preferred term

node representation  

Definition

  • A numerical representation of an entity, word, or token and its meaning, context, and relationships within a graph-based model or structure.

Broader concept

Example

  • Next we use token-level features output by a pre-trained text encoder to initialize node representation according to the alignment information. (Yang, Guo, Hu, Zhang, Qiu & Zhang, 2023)
  • Note that the removed text participates in constructing initial node representations so the model can still access their information as context. (Yang, Guo, Hu, Zhang, Qiu & Zhang, 2023)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-HQS98QQH-F

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