as.matrix.word2vec: Get the word vectors of a word2vec model

In word2vec: Distributed Representations of Words

Get the word vectors of a word2vec model

Description

Get the word vectors of a word2vec model as a dense matrix.

Usage

## S3 method for class 'word2vec'
as.matrix(x, encoding = "UTF-8", ...)

Arguments

x	a word2vec model as returned by word2vec or read.word2vec
encoding	set the encoding of the row names to the specified encoding. Defaults to 'UTF-8'.
...	not used

Value

a matrix with the word vectors where the rownames are the words from the model vocabulary

See Also

word2vec, read.word2vec

Examples

path  <- system.file(package = "word2vec", "models", "example.bin")
model <- read.word2vec(path)

embedding <- as.matrix(model)

word2vec documentation built on Oct. 8, 2023, 1:07 a.m.