Parameters  The intuition behind this model is that word sequence is an important factor affecting the generation of our languages; a word should be biased associated with other words on its left or right side.
to test the effectiveness of the embeddings produced by DSG, we conduct experiments on semantic (word similarity evaluation) and syntactic (part-of-speech tagging) tasks.