Paper: Incremental Predictive Parsing with TurboParser

ACL ID P14-2130
Title Incremental Predictive Parsing with TurboParser
Venue Annual Meeting of the Association of Computational Linguistics
Session Main Conference
Year 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.