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New posts in word-embedding

Gensim 3.8.0 to Gensim 4.0.0

python nlp gensim word2vec word-embedding

word2vec: CBOW & skip-gram performance wrt training dataset size

nlp word2vec word-embedding

Visualize Gensim Word2vec Embeddings in Tensorboard Projector

python tensorflow gensim tensorboard word-embedding

Prevent over-fitting of text classification using Word embedding with LSTM

tensorflow keras lstm text-classification word-embedding

what is dimensionality in word embeddings?

nlp terminology dimensionality-reduction word-embedding

Is it possible to use Google BERT to calculate similarity between two textual documents?

python text scikit-learn nlp word-embedding

Ensure the gensim generate the same Word2Vec model for different runs on the same data

python random gensim word2vec word-embedding

How does Keras 1d convolution layer work with word embeddings - text classification problem? (Filters, kernel size, and all hyperparameter)

python tensorflow keras conv-neural-network word-embedding

What does a weighted word embedding mean?

machine-learning nlp word2vec tf-idf word-embedding

word2vec - what is best? add, concatenate or average word vectors?

python word2vec gensim word-embedding language-model

Character-Word Embeddings from lm_1b in Keras

machine-learning nlp keras language-model word-embedding

What is the preferred ratio between the vocabulary size and embedding dimension?

machine-learning keras nltk word-embedding nltk-trainer

What is "unk" in the pretrained GloVe vector files (e.g. glove.6B.50d.txt)?

neural-network deep-learning nlp word-embedding glove

How does mask_zero in Keras Embedding layer work?

python machine-learning keras word-embedding

How is WordPiece tokenization helpful to effectively deal with rare words problem in NLP?

nlp word-embedding

CBOW v.s. skip-gram: why invert context and target words?

nlp tensorflow deep-learning word2vec word-embedding

Embedding in pytorch

python pytorch word-embedding

What does tf.nn.embedding_lookup function do?

python tensorflow deep-learning word-embedding natural-language-processing
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