Parsers employing traditional transition systems would usually incorporate more features about the context in the transition decision, or employ beam search during parsing (Chen and Manning, 2014;Andor et al., 2016).
inspired by graph-based parsers, we propose arc-swift, which defines non-local transitions as shown in Figure 2.