Data Science, Machine Learning, NLP, Word Embeddings, AI.
what if you wanted to generate a representation of the whole sentence, not just each word? The simplest methods either concatenate or average the sentence’s constituent word embeddings (or some mixture of both). More advanced methods, like encoder-decoder RNN models, will read embeddings of each