NeuralNetworkParser
Related Papers
Data-Defined Kernels for Parse Reranking Derived from Probabilistic Models
Previous research applying kernel meth- ods to natural language parsing have fo- cussed on proposing kernels over parse trees, which are hand-crafted based on do- main knowledge and computational con- …...
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data
Cross-lingual transfer has been shown to produce good results for dependency pars- ing of resource-poor languages. Although this avoids the need for a target language treebank, most approaches have still …...
Reducing Lexical Features in Parsing by Word Embeddings
The high-dimensionality of lexical features in parsing can be memory consuming and cause over-fitting problems. We propose a general framework to replace all lexical feature tem- plates by low-dimensional features …...
An empirical study for Vietnamese dependency parsing
This paper presents an empirical com- parison of different dependency parsers for Vietnamese, which has some unusual characteristics such as copula drop and verb serialization. Experimental results show that the …...