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Concept information

... > NLP methods and tools > model > representation model > vector representation > embedding > sentence embedding

Preferred term

sentence embedding  

Definition

  • Vector representations of text at the sentence level. (Loterre)

Broader concept

Synonym(s)

  • distributed sentence representation

Example

  • Li and Hovy (2014) propose a neural network coherence model which employs distributed sentence representation and then predict the probability of whether a sequence of sentences is coherent or not. (Lin, Liu, Yang, Li, Zhou & Li, 2015)
  • Sentence embeddings are extracted from each encoder. (Feng, Yang, Cer, Arivazhagan & Wang, 2022)
  • The distributed sentence representation is assigned to capture both syntactic and semantic information. (Lin, Liu, Yang, Li, Zhou & Li, 2015)
  • The sentence embedding is obtained by averaging the embedding vectors of all words in the sentence. (Kumar, Sethi, Akhtar, Ekbal, Biemann & Bhattacharyya, 2017)
  • We propose to learn distributed sentence representation using the text's visual features as input. (Liu, Wang & Yin, 2020)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-ZTVBBBWR-N

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