Recently, Kok and Domingos (2008) proposed Semantic Network Extractor (SNE), which generates argument semantic classes and sets of synonymous relation phrases at the same time, thus avoiding the requirement of tagging relation arguments of predefined types.
sNE has 2 limitations: 1) Following previous URE algorithms, it only uses features from the set of input relation instances for clustering.