... edge-counting to attempt to factor in peculiarities of the network structure by consider-ing link direction, relative path, and density, such as vector, lesk, hso, lch, wup, path, res, lin and jcn ... sentences in each article have been separated and the sentence information was stored into files. In the experiments, the background corpus for using the mutual information measure to compute ... based on a combination of statistical and linguistic features, including term frequency, sen-tence position, cue words, stigma words, topic sig-nature (Hovy and Lin, 1997; Lin and Hovy, 2000),...