A block-based robust dependency parser for unrestricted Chinese text

Although substantial efforts have been made to parse Chinese, very few have been practically used due to incapability of handling unrestricted texts. This paper realizes a practical system for Chinese parsing by using a hybrid model of phrase structure partial parsing and dependency parsing. This system showed good performance and high robustness in parsing unrestricted texts and has been applied in a successful machine translation product.