Learning Word Embedding
This post introduces several models for learning word embedding and how their loss functions are designed for the purpose.
The Illustrated Word2vec
In this post, we’ll go over the concept of embedding, and the mechanics of generating embeddings with word2vec.
Top2Vec learns jointly embedded topic, document and word vectors.