Paper: Dependency Parser for Chinese Constituent Parsing

ACL ID W10-4146
Title Dependency Parser for Chinese Constituent Parsing
Venue Joint Conference on Chinese Language Processing
Session Main Conference
Year 2010
Authors

This paper presents our work for participation in the 2010 CIPS-ParsEval shared task on Chi- nese syntactic constituent tree parsing. We use dependency parsers for this constituent parsing task based on a formal dependency- constituent transformation method which con- verts dependency to constituent structures us- ing a machine learning approach. A condi- tional random fields (CRF) tagger is adopted for head information recognition. Our ex- periments shows that acceptable parsing and head tagging results are obtained on our ap- proaches.