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Vocabulary of natural language processing

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Concept information

Preferred term

span representation  

Definition

  • A vector representation of a contiguous set of tokens in a given text. (Based on Gandhi et al., Improving Span Representation for Domain-adapted Coreference Resolution, 2021)

Broader concept

Example

  • For single span tasks we feed a span representation into a two-layer MLP classifier. (Ji, Yang & Tu, 2023)
  • Next we feed the span representation into a multi-layer perceptron (MLP) classifier and apply a softmax layer to obtain the probability P s to predict its semantic tag. (Zhang, Qiao, Zhao, Tao & Yang, 2023)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-XMCQ4CRC-D

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