... parsing whenusing word representations in compound features.The data comes from the Penn Treebank, andis newswire from the Wall Street Journal in 1989.Of the 8936 training sentences, we used ... with conditional random fields.HLT-NAACL.Spitkovsky, V., Alshawi, H., & Jurafsky, D.(2010). From baby steps to leapfrog: How “lessis more” in unsupervised dependency parsing.NAACL-HLT.Suzuki, ... Induction, Repre-sentation of Language and Language Learning.Turney, P. D., & Pantel, P. (2010). From frequencyto meaning: Vector space models of semantics.Journal of Artificial Intelligence Research.Ushioda,...