Machine Learning, NLP, Deep Learning, Sentiment Analysis, Word Embeddings.
when the training set at hand is sufficiently large (as was the case in the Sentiment Analysis experiments), it is better to use pre-trained word embeddings. Nevertheless, for any reason, you can still use an embedding layer and expect comparable results. If, however, the training set is small, the