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DESCRIPTION
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DESCRIPTION
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Package: conText
Version: 1.3.1
Title: 'a la Carte' on Text (ConText) Embedding Regression
Description: 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) <arXiv:1805.05388> and evaluate hypotheses about covariate effects on embeddings using
the regression framework developed by Rodriguez et al. (2021)<https://github.com/prodriguezsosa/EmbeddingRegression>.
Authors@R: c(
person("Pedro L.", "Rodriguez", email = "[email protected]", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0003-4762-4550")),
person("Arthur", "Spirling", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0001-9959-1805")),
person("Brandon", "Stewart", email = "[email protected]", role = "aut", comment = c(ORCID = "0000-0002-7657-3089")),
person("Christopher", "Barrie", email = "[email protected]", role = "ctb", comment = c(ORCID = "0000-0002-9156-990X"))
)
License: GPL-3
Depends:
R (>= 3.6.0)
Imports:
dplyr,
Matrix (>= 1.3-2),
quanteda (>= 3.0.0),
text2vec (>= 0.6),
reshape2 (>= 1.4.4),
fastDummies (>= 1.6.3),
stringr (>= 1.4.0),
tidyr (>= 1.1.3),
ggplot2,
methods
URL: https://github.com/prodriguezsosa/EmbeddingRegression
BugReports: https://github.com/prodriguezsosa/ConText/issues
Maintainer: Pedro L. Rodriguez <[email protected]>
Encoding: UTF-8
LazyData: true
VignetteBuilder: knitr
Language: en-US
RoxygenNote: 7.2.0
Roxygen: list(markdown = TRUE)
Suggests:
SnowballC (>= 0.7.0),
hunspell,
knitr,
rmarkdown,
formatR