Each year STS usually has 4 to 6 different tasks and we only report the averaged Pearson's scores for clarity.
we note that our wME embedding allows potentially other random distributions, and other types of word embeddings, making it a flexible and powerful feature learning framework to utilize state-of-the-art techniques.