Machine Learning, NLP, Deep Learning, Sentiment Analysis, Word Embeddings.
Pre-trained Word Embeddings or Embedding Layer? — A Dilemma A comparison between the effects of pre-trained word embeddings and embedding layers on the performance of semantic NLP tasks When word embeddings became available almost a decade ago, they changed Natural Language Processing (NLP) forever.