Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives
Code and embeddings
The 
code for generating symmetric pattern based input to the word2vec toolkit can be found 
here.
Details can be found in the 
README file.
A 500-dimension 
 word embeddings generated using an 8B words corpus can be found 
here.