To use the pre-train emoji2vec model, clone the github repo
git clone https://github.com/uclnlp/emoji2vec.git
Also download the pre-train Word2Vec model from https://code.google.com/archive/p/word2vec/,
then unzip and put the GoogleNews-vectors-negative300.bin file in the project folder.