raw_embeddings_1

The dataset is a shortened version of the data sets of Study 3-5
from Kjell, Kjell, Garcia and Sikström 2018.

datasets

Link R with Transformers from Hugging Face to transform text variables to word embeddings; where the word embeddings are used to statistically test the mean difference between set of texts, compute semantic similarity scores between texts, predict numerical variables, and visual statistically significant words according to various dimensions etc. For more information see <https://www.r-text.org>.

Oscar Kjell

text

Analyses of Text using Transformers Models from HuggingFace,
Natural Language Processing and Machine Learning

Salvatore Giorgi

Andrew Schwartz

raw_embeddings_1 function

A list with token-level word embeddings for harmony words.<dl>
 <dt>tokens</dt>
<dd>words</dd> <dt>layer_number </dt>
<dd>layer of the transformer model</dd> <dt>Dim1:Dim8</dt>
<dd>Word embeddings dimensions</dd>
</dl>

Format

Word embeddings from textEmbedRawLayers function — raw_embeddings_1

A list with token-level word embeddings for harmony words.<dl>
 <dt>tokens</dt>
<dd>words</dd>

 <dt>layer_number </dt>
<dd>layer of the transformer model</dd>

 <dt>Dim1:Dim8</dt>
<dd>Word embeddings dimensions</dd>


</dl>

raw_embeddings_1: Word embeddings from textEmbedRawLayers function

Description

Usage

Arguments

Format