as.matrix.textmodel_wordvector

Extract word vectors from a <code>textmodel_wordvector</code> or <code>textmodel_docvector</code> object.

Create dense vector representation of words and documents using 'quanteda'. Currently implements Word2vec (Mikolov et al., 2013) <doi:10.48550/arXiv.1310.4546> and Latent Semantic Analysis (Deerwester et al., 1990) <doi:10.1002/(SICI)1097-4571(199009)41:6%3C391::AID-ASI1%3E3.0.CO;2-9>.

Kohei Watanabe

wordvector

Word and Document Vector Models

Jan Wijffels

BNOSAC 

Max Fomichev

as.matrix.textmodel_wordvector function

<dl><dt>x</dt>
<dd>a <code>textmodel_wordvector</code> or <code>textmodel_docvector</code> object.</dd>
<dt>normalize</dt>
<dd>if <code>TRUE</code>, returns normalized word vectors.</dd>
<dt>...</dt>
<dd>not used.</dd></dl>

Arguments

Extract word vectors — as.matrix.textmodel_wordvector

<dl>

<dt>x</dt>
<dd>a <code>textmodel_wordvector</code> or <code>textmodel_docvector</code> object.</dd>


<dt>normalize</dt>
<dd>if <code>TRUE</code>, returns normalized word vectors.</dd>


<dt>...</dt>
<dd>not used.</dd>

</dl>

as.matrix.textmodel_wordvector: Extract word vectors

Description

Usage

Value

Arguments