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LSX

Semi-Supervised Algorithm for Document Scaling

v1.5.1 · Dec 8, 2025 · GPL-3

Description

A word embeddings-based semi-supervised model for document scaling Watanabe (2020) <doi:10.1080/19312458.2020.1832976>. LSS allows users to analyze large and complex corpora on arbitrary dimensions with seed words exploiting efficiency of word embeddings (SVD, Glove). It can generate word vectors on a users-provided corpus or incorporate a pre-trained word vectors.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies quanteda quanteda.textstats stringi digest Matrix RSpectra proxyC ggplot2 ggrepel reshape2 locfit LSX

Version History

new 1.5.1 Mar 9, 2026