Abstract:
Dependency parsing can provide the connection of linguistic
unit (words) by a directed links. This paper presents annotating a general domain corpus by using unsupervised approach by applying Universal part-of-speech (U-POS) to build
Treebank for unsupervised dependency parsing of Myanmar
Language. Up to now it is still hard task to obtain complete
syntactic structures for Myanmar Language. Dependency
structures of words in Myanmar sentences are also presented
of general words and phrases orders and the relations of basic sentence structures. To annotate by using U-POS, UDPipe
is used. Moreover, the preliminary results of annotated trees
and parsing experiment are presented. Parsing experiments
are evaluated by UDPipe in terms of unlabeled and labeled
attachment scores: (UAS) and (LAS), which are 93.20%,
and 91.21% in test experiment respectively.
