Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
sure to use the word2vec-based en_core_web_lg instead of the transformer-based en_core_web_trf language model. The transformer is ever so slightly more accurate (maybe by 1%), but it runs about 15× slower per spaCy’s speed benchmark. I’ve also observed the 15× difference in my own work. The