seedwords

Seed words for Latent Semantic Analysis

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.

Kohei Watanabe

Semi-Supervised Algorithm for Document Scaling

seedwords function

<dl><dt>type</dt>
<dd>type of seed words currently only for sentiment (<code>sentiment</code>)
or political ideology (<code>ideology</code>).</dd></dl>

Arguments

Seed words for Latent Semantic Analysis — seedwords

<dl>

<dt>type</dt>
<dd>type of seed words currently only for sentiment (<code>sentiment</code>)
or political ideology (<code>ideology</code>).</dd>

</dl>

seedwords: Seed words for Latent Semantic Analysis

Description

Usage

Arguments

References

Examples