Decision Tree Learning

This paper proposes an approach to sentence- level paraphrase identification by text canon- icalization. The source sentence pairs are first converted into surface text that approxi- mates canonical forms. A …...

Instance sampling is a method to balance ex- tremely skewed training sets as they occur, for example, in machine learning settings for anaphora resolution. Here, the number of nega- tive …...