Data Science, Machine Learning, NLP, Word Embeddings, AI.
machine learning models won’t work well with very high dimensional and sparse features. Neural networks in particular struggle with this type of data (though there’s workarounds, e.g. using a type of LASSO-like feature selection). With such a large feature space, you are also in danger of running