Review Article

Biomedical Relation Extraction: From Binary to Complex

Table 3

Features employed in [30].

Feature type Features in detail

Word level Lemma form of a word; relative position to the pair of proteins (before, middle, after); frequency in the sentence

Shortest path level Vertex walks in the shortest path; edge walks in the shortest path; subsets of walks on the target pair in a parse structure

Graph level Graph matrices based on a parse structure subgraph and linear order subgraph from the dependency parsers. The graph features are all the nonzero elements in the graph matrices