Further, it should normalize for text length.
the score I use is: log Pr(two-word links in best matching) log Pr(all links in best matching) This score is an example of Lin's (1998) mathematical definition of similarity, which is motivated by information theory: where X and Y are any objects generated by a probabilistic model.