as.seedwords

Convert a list or a dictionary to seed words

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

as.seedwords function

<dl><dt>x</dt>
<dd>a list of characters vectors or a dictionary object.</dd>
<dt>upper</dt>
<dd>numeric index or key for seed words for higher scores.</dd>
<dt>lower</dt>
<dd>numeric index or key for seed words for lower scores.</dd>
<dt>concatenator</dt>
<dd>character to replace separators of multi-word seed words.</dd></dl>

Arguments

Convert a list or a dictionary to seed words — as.seedwords

<dl>

<dt>x</dt>
<dd>a list of characters vectors or a dictionary object.</dd>


<dt>upper</dt>
<dd>numeric index or key for seed words for higher scores.</dd>


<dt>lower</dt>
<dd>numeric index or key for seed words for lower scores.</dd>


<dt>concatenator</dt>
<dd>character to replace separators of multi-word seed words.</dd>

</dl>

as.seedwords: Convert a list or a dictionary to seed words

Description

Usage

Value

Arguments