word embeddings : Stats Help

Unable to learn weights of a Word2Vec model

neural-networks tensorflow word-embeddings word2vec
Updated August 16, 2019 18:19 PM

How does Continuous Bag of Words ensure that similar words are encoded as similar embeddings?

natural-language word-embeddings word2vec
Updated August 16, 2019 14:19 PM

Inverse word embedding: vector to word

word-embeddings
Updated August 16, 2019 07:19 AM

How to learn embeddings from lists of data?

machine-learning natural-language word-embeddings feature-engineering
Updated August 14, 2019 06:19 AM

Understanding how continuous bag of words method learns embedded representations

natural-language word-embeddings word2vec
Updated August 13, 2019 16:19 PM

How to create word vectors from short sentences having mixed language (English and Hinglish)?

natural-language word-embeddings word2vec
Updated July 27, 2019 20:19 PM

node2vec: Intuition behind BFS resulting in embeddings that capture structural equivalence

graph-theory word2vec embeddings
Updated July 23, 2019 01:19 AM

Why does a non-decreasing weighting function ensure that rare word co-occurrences are not overweighted?

natural-language weights word-embeddings
Updated July 18, 2019 06:19 AM

How can I define a accuracy measure for word2vec predictions

accuracy word-embeddings word2vec cosine-similarity cosine-distance
Updated July 16, 2019 08:19 AM

Is negative sampling only used for computational reasons?

machine-learning word-embeddings word2vec
Updated July 12, 2019 16:19 PM

How are word vector representations derived in Skip-gram?

natural-language word-embeddings word2vec
Updated July 09, 2019 08:19 AM

How is addition and subtraction determined when using word embeddings like Word2Vec?

natural-language word-embeddings word2vec
Updated July 09, 2019 07:19 AM

Training a Transformer-LM with small data from scratch

word-embeddings
Updated July 04, 2019 15:19 PM

How to classify clustered word embeddings

classification word-embeddings word2vec
Updated July 03, 2019 12:19 PM

Word2vec Skip-Gram - Overfitting

validation word-embeddings word2vec
Updated June 30, 2019 15:19 PM

Evaluating Word Embeddings: Expected Cosine Distance

expected-value model-evaluation word-embeddings
Updated June 30, 2019 09:19 AM

Is Elmo equivalent to Fasttext+Bi-directional GRU?

neural-networks lstm word-embeddings multilabel gru
Updated June 25, 2019 06:19 AM

Accuracy of fine-tuning BERT varied significantly based on epochs for intent classification task

neural-networks natural-language word-embeddings
Updated June 22, 2019 03:19 AM

Is it possible to take a pertained word embedding, trained on a general vocabulary and make it domain specific?

natural-language word-embeddings word2vec
Updated June 18, 2019 03:19 AM

In the context of word vectors what is bias?

bias word-embeddings word2vec
Updated June 14, 2019 10:19 AM

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