I tried to follow this. But some how I wasted a lot of time ending up with nothing useful. I just want to train a GloVe model on my own corpus (~900Mb corpus.txt file). I downloaded the files provi...

I am using GloVe as part of my research. I've downloaded the models from here. I've been using GloVe for sentence classification. The sentences I'm classifying are specific to a particular domain, ...

What is the difference between word2vec and glove? Are both the ways to train a word embedding? if yes then how can we use both?

I have used keras to use pre-trained word embeddings but I am not quite sure how to do it on scikit-learn model. I need to do this in sklearn as well because I am using vecstack to ensemble both k...

I'd like to use a pretrained GloVe embedding as the initial weights for an embedding layer in an RNN encoder/decoder. The code is in Tensorflow 2.0. Simply adding the embedding matrix as a weights ...

I found "unk" token in the glove vector file glove.6B.50d.txt downloaded from https://nlp.stanford.edu/projects/glove/. Its value is as follows: unk -0.79149 0.86617 0.11998 0.00092287 0.2776 -0.4...

When using GloVe embedding in NLP tasks, some words from the dataset might not exist in GloVe. Therefore, we instantiate random weights for these unknown words. Would it be possible to freeze weig...

I would like to use TensorFlow Transform to convert tokens to word vectors during my training, validation and inference phase. I followed this StackOverflow post and implemented the initial conve...

I am trying to implement the GloVe algorithm in pytorch. This is the first time I am using pytorch and I think my implementation might not be very efficient. Apart from the obvious (vectorizing the...