Incremental Predictive Parsing with TurboParser
Arne Köhn, Wolfgang Menzel · 2014
Most approaches to incremental parsing either incur a degradation of accuracy or they have to postpone decisions, yield-ing underspecified intermediate output. We present an incremental predictive depen-dency parser that is fast, accurate, and largely language independent. By extend-ing a state-of-the-art dependency parser, connected analyses for sentence prefixes are obtained, which even predict properties and the structural embedding of upcoming words. In contrast to other approaches, ac-curacy for complete sentence analyses does not decrease. 1