@misc{chang2015learning, author = {Chang, Kai-Wei and He, He and Daumé III, Hal and Langford, John}, title = {Learning to Search for Dependencies}, howpublished = {arXiv:1503.05615v2 [cs.CL]}, year = {2015}, month = {May}, abstract = {We demonstrate that a dependency parser can be built using a credit assignment compiler which removes the burden of worrying about low-level machine learning details from the parser implementation. The result is a simple parser which robustly applies to many languages that provides similar statistical and computational performance with best-to-date transition-based parsing approaches, while avoiding various downsides including randomization, extra feature requirements, and custom learning algorithms.}, url = {http://approjects.co.za/?big=en-us/research/publication/learning-to-search-for-dependencies/}, }