Archives for word embeddings
GluonNLP is a Natural language processing Deep learning-based toolkit. This toolkit includes cutting-edge pre-trained models, training scripts, and training logs to help with rapid prototyping and reproducible research.
There are different variants of the Doc2Vec model and Distributed Bag-of-Words DBOW is one of them which is better among its peers
Creating representations of words is to capture their meaning, semantic relationship, and context of different words; here, different word embedding techniques play a role. A word embedding is an approach used to provide dense vector representation of words that capture some context words about their own.
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