For dependency parsing, the inside-outside recursive neural net (IORNN) reranker proposed by<cite> Le and Zuidema (2014)</cite> is among the top systems, including the Chen and Manning (2014)'s extremely fast transition-based parser employing a traditional feed-forward neural network.