Full_Vectors_Avg: Average Word embeddings for expanded dictionaries
In gandalfnicolas/SADCAT: Dictionary creation with stereotype content dictionaries

Full_Vectors_Avg

R Documentation

Average Word embeddings for expanded dictionaries

Average word embeddings for expanded dictionaries

Full_Vectors_Avg

A data frame with 56 rows and 901 variables:

Dictionary: Name of the dictionary that the word embeddings are representing.
fasttext: variables starting in fasttext are the word embedding dimensions for Fasttext trained on 2 million word vectors trained with subword information on Common Crawl (https://fasttext.cc/docs/en/english-vectors.html)
Glove: variables starting in Glove are the word embedding dimensions for Glove trained on Common Crawl (840B tokens, 2.2M vocab, cased, 300d vectors; https://nlp.stanford.edu/projects/glove/) (https://fasttext.cc/docs/en/english-vectors.html)
Word2vec: variables starting in Word2vec are the word embedding dimensions for Word2vec trained Google News (https://code.google.com/archive/p/word2vec/)
USE: variables starting in W2v are the word embedding dimensions for Universal Sentence Encoder trained on Common Crawl (https://arxiv.org/abs/1803.11175)