'a la Carte' on Text (ConText) Embedding Regression

A fast, flexible and transparent framework to estimate context-specific word and short document embeddings using the 'a la carte' embeddings approach developed by Khodak et al. (2018) and evaluate hypotheses about covariate effects on embeddings using the regression framework developed by Rodriguez et al. (2021)< https://github.com/prodriguezsosa/EmbeddingRegression>.


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Reference manual

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install.packages("conText")

1.0.0 by Pedro L. Rodriguez, a month ago


https://github.com/prodriguezsosa/EmbeddingRegression


Report a bug at https://github.com/prodriguezsosa/ConText/issues


Browse source code at https://github.com/cran/conText


Authors: Pedro L. Rodriguez [aut, cre, cph] , Arthur Spirling [aut] , Brandon Stewart [aut] , Christopher Barrie [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports dplyr, Matrix, quanteda, text2vec, reshape2, fastDummies, stringr, ggplot2, methods

Suggests knitr, rmarkdown


See at CRAN