Skip to main content

Cognitive psychology of human memory (CogMemo thesaurus)

Search from vocabulary

  • Help
align
annotate
download

Concept information

... > information entity > theoretical entity > scientific model > computational model > distributional model > word embedding

Preferred term

word embedding  

Definition

  • "Word embeddings are low-dimensional numeric representations of words generated by artificial intelligence (AI) methods that capture word co-occurrence statistics. The assumption in these models is that words located in close proximity to one another in the vector space are semantically similar. The similarity between two word meanings, such as “plate" and “bowl", can be quantified by taking the cosine distance between the corresponding vectors in the model." (Calistan & Lewis, 2020, p. 3).

Broader concept

Related concepts

Belongs to group

Bibliographic citation(s)

  • • Caliskan, A., & Lewis, M. (2020). Social biases in word embeddings and their relation to human cognition. PsyArXiv. https://doi.org/10.31234/osf.io/d84kg

    • Document type: empirical study

    • Access: open

  • • Kumar, A. A. (2021). Semantic memory : A review of methods, models, and current challenges. Psychonomic Bulletin & Review, 28(1), 40‑80. https://doi.org/10.3758/s13423-020-01792-x

    • Document type: literature review

    • Access: open

  • • Lake, B. M., & Murphy, G. L. (2023). Word meaning in minds and machines. Psychological Review, 130(2), 401–431. https://doi.org/10.1037/rev0000297

    • Document type: literature review

    • Access: closed

Creator

  • Frank Arnould

Model of

In other languages

URI

http://data.loterre.fr/ark:/67375/P66-M75L9P53-N

Download this concept:

RDF/XML TURTLE JSON-LD Created 6/8/21, last modified 9/4/23