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Regarding word2vec with gensim, Suppose you already trained a model on a big corpus, and you want t… Read more Gensim Word2vec Freeze Some Wordvectors And Update Others

I am trying to experiment gensim doc2vec, by using following code. As far as I understand from tut… Read more Why Gensim Doc2vec Give Attributeerror: 'list' Object Has No Attribute 'words'?

I've tried several methods of loading the google news word2vec vectors (https://code.google.com… Read more Spacy: How To Load Google News Word2vec Vectors?

I got a dataset over 40G. The program of my tokenizer is killed due to limited memory, so I try to … Read more How To Incrementally Train A Word2vec Model With New Vocabularies

I am using Gensim Phrases to identify important n-grams in my text as follows. bigram = Phrases(doc… Read more Gensim Phrases Usage To Filter N-grams

What can cause loss from model.get_latest_training_loss() increase on each epoch? Code, used for … Read more Loss Does Not Decrease During Training (word2vec, Gensim)

I am working on a recurrent language model. To learn word embeddings that can be used to initialize… Read more Word2vec - What Is Best? Add, Concatenate Or Average Word Vectors?

how to print to log (file or stout) the loss of each epoch in the training phase, when using gensim… Read more Gensim Word2vec Print Log Loss

This might be the naive question which I am about to ask. I have a tokenized corpus on which I have… Read more Python: Clustering Similar Words Based On Word2vec

I want to train a word2vec model on the english wikipedia using python with gensim. I closely follo… Read more Disabling Gensim's Removal Of Punctuation Etc. When Parsing A Wiki Corpus

I have a look-up object, specifically a pre-trained word2vec model from gensim.models.keyedvectors.… Read more Shared Memory Among Processes For Pre-trained Word2vec Model?

I am trying to get the bigrams in the sentences using Phrases in Gensim as follows. from gensim.mod… Read more Error In Extracting Phrases Using Gensim

I have 45000 text records in my dataframe. I wanted to convert those 45000 records into word vector… Read more How To Preserve Number Of Records In Word2vec?

I am trying to convert tokens of sentences into integers. But it is giving me floats. from nltk.to… Read more Converting String Tokens Into Integers

I need to count the frequency of each word in word2vec's training model. I want to have output … Read more How Can I Count Word Frequencies In Word2vec's Training Model?

I have a look-up object, specifically a pre-trained word2vec model from gensim.models.keyedvectors.… Read more Shared Memory Among Processes For Pre-trained Word2vec Model?

I am now trying to prepare the input data for LSTM-based NN. I have some big number of text documen… Read more Creating Sequence Vector From Text In Python

I am trying to apply word embedding on tweets. I was trying to create a vector for each tweet by ta… Read more ValueError: Cannot Reshape Array Of Size 3800 Into Shape (1,200)