Compared with previous works, the advantages of using G as sentiment representation are: 1) for individual opinions, the modifiers will collect more information than using opinion expression alone.
3 We don't define any "label" on vertices: if two span of text satisfy a relation in L, they are chosen to be vertices and an edge with proper label will appear in E. vertices are identified by checking whether there exist relations among them.