Package: conText
Version: 3.0.1
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) <doi:10.48550/arXiv.1805.05388> and evaluate hypotheses
        about covariate effects on embeddings using the regression
        framework developed by Rodriguez et al.
        (2021)<doi:10.1017/S0003055422001228>. New version of the
        package applies a new estimator to measure the distance between
        word embeddings as described in Green et al. (2025)
        <doi:10.1017/pan.2024.22>.
Authors@R: c(
    person("Pedro L.", "Rodriguez", email = "pedro.rodriguezsosa@gmail.com", role = c("aut", "cph"), comment = c(ORCID = "0000-0003-4762-4550")),
    person("Arthur", "Spirling", email = "as9934@nyu.edu", role = "aut", comment = c(ORCID = "0000-0001-9959-1805")),
    person("Brandon", "Stewart", email = "bms4@princeton.edu", role = "aut", comment = c(ORCID = "0000-0002-7657-3089")),
    person("Christopher", "Barrie", email = "christopher.barrie@ed.ac.uk", role = "ctb", comment = c(ORCID = "0000-0002-9156-990X")),
    person("Sofia", "Avila", email = "sofiaavila@princeton.edu", role = c("cre","aut"), comment = c(ORCID = "0009-0007-8746-6688"))
    )
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, broom, foreach, methods,
        estimatr, utils, stats, tidyselect
URL: https://github.com/prodriguezsosa/conText
BugReports: https://github.com/prodriguezsosa/ConText/issues
Maintainer: Sofia Avila <sofiaavila@princeton.edu>
Encoding: UTF-8
LazyData: true
VignetteBuilder: knitr
Language: en-US
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
Suggests: SnowballC (>= 0.7.0), hunspell, knitr, rmarkdown, formatR,
        testthat (>= 3.0.0), doParallel, data.table, RcppParallel
Config/testthat/edition: 3
Config/pak/sysreqs: libicu-dev libxml2-dev
Repository: https://prodriguezsosa.r-universe.dev
Date/Publication: 2026-04-18 03:54:57 UTC
RemoteUrl: https://github.com/prodriguezsosa/context
RemoteRef: HEAD
RemoteSha: f6e1629d363a306b7aa6d2b97445dc38b4e76ff9
NeedsCompilation: no
Packaged: 2026-06-17 11:18:37 UTC; root
Author: Pedro L. Rodriguez [aut, cph] (ORCID:
    <https://orcid.org/0000-0003-4762-4550>),
  Arthur Spirling [aut] (ORCID: <https://orcid.org/0000-0001-9959-1805>),
  Brandon Stewart [aut] (ORCID: <https://orcid.org/0000-0002-7657-3089>),
  Christopher Barrie [ctb] (ORCID:
    <https://orcid.org/0000-0002-9156-990X>),
  Sofia Avila [cre, aut] (ORCID: <https://orcid.org/0009-0007-8746-6688>)