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Vocabulary of natural language processing

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Concept information

Preferred term

semantic change  

Broader concept

Synonym(s)

  • semantic development
  • semantic drift
  • semantic progression
  • semantic shift

Definitional context(s)

  • Semantic drift often referred to as semantic shift or semantic change is the process in which words change their meaning over time (Hock and Joseph 2009). (Arviv & Tsur, 2022)

Example

  • A different approach to detect the semantic shift of words was adopted by Kulkarni et al. (2015). (Basile, Caputo, Lawless & Semeraro, 2019)
  • A quantitative estimate of semantic change for each target word is measured by computing the cosine distance between two averaged time-specific representations of the word. (Martinc, Montariol, Zosa & Pivovarova, 2020)
  • Broadly speaking a semantic shift is a grass-root process -a result of the way the speaker community use the language rather than a shift forced by a regulatory body. (Arviv & Tsur, 2022)
  • Hamilton et al. (2016b) also trained word embeddings on the Google Ngram for detecting semantic changes. (Basile, Caputo, Lawless & Semeraro, 2019)
  • We statistically validate these predictions with historical language data covering semantic developments of a set of English words. (Baumann, Stephan & Roth, 2023)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-L2TFR2TP-M

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