A dataset containing juxtaposing pairs of English words
for 30 semantic relations. These anchors are used with
the get_anchors() function, which can then be used with
the get_direction() function. These have been collected
from previously published articles and should be used
as a starting point for defining a given relation in
a word embedding model.
Source
Curated from previously published semantic direction anchor sets. See: Kozlowski et al. (2019) "The Geometry of Culture"; Garg et al. (2018) "Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes"; Bolukbasi et al. (2016) "Man is to Computer Programmer as Woman is to Homemaker".
Variables
Variables:
pole1. words to be added (or the positive direction)
pole2. words to be subtracted (or the negative direction)
relation. the relation to be extracted, 30 relations available
domain. 6 broader categories within which each relation falls