conText
'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>.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 19, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 3, 2026
re-building of vignette outputs
Error(s) in re-building vignettes: ... --- re-building ‘quickstart.Rmd’ using rmarkdown INFO [15:43:09.621] epoch 1, loss 0.2263 INFO [15:43:12.574] epoch 2, loss 0.0759 INFO [15:43:15.651] epoch 3, loss 0.0492 INFO [15:43:18.824] epoch 4, loss ...[truncated]... 'quickstart.Rmd' failed with diagnostics: pandoc document conversion failed with error 1 --- failed re-building ‘quickstart.Rmd’ SUMMARY: processing the following file failed: ‘quickstart.Rmd’ Error: Vignette re-building failed. Execution halted