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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>.
Package details |
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| 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>) |
| Maintainer | Sofia Avila <sofiaavila@princeton.edu> |
| License | GPL-3 |
| Version | 3.0.1 |
| URL | https://github.com/prodriguezsosa/conText |
| Package repository | View on CRAN |
| Installation |
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