Dirichlet-Smoothed Word Embeddings for Low-Resource Settings

Jakob Jungmaier, Nora Kassner, Benjamin Roth

Nowadays, classical count-based word embeddings using positive pointwise mutual information (PPMI) weighted co-occurrence matrices have been widely superseded by machine-learning-b…