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- W4317381877 abstract "Dependency parsing has become the norm for its advantages of representing syntactic information for numerous tasks of natural language processing (NLP). In Vietnamese, a challenging problem which arises in this domain is the insufficiency of the training resource. Our work presents a new method to automatically convert a Vietnamese constituency treebank into dependency trees. We designed new dependency labels for Vietnamese treebank. Furthermore, in this research, we proposed new head-percolation rules and dependency relations. The experimental results on two state-of-the-art parsers, MaltParser and MSTParser, indicated that our treebank were roughly 13% UAS and 21% LAS higher than previous works." @default.
- W4317381877 created "2023-01-19" @default.
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- W4317381877 date "2022-12-20" @default.
- W4317381877 modified "2023-09-29" @default.
- W4317381877 title "Converting a constituency treebank to dependency treebank for Vietnamese" @default.
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- W4317381877 doi "https://doi.org/10.1109/rivf55975.2022.10013806" @default.
- W4317381877 hasPublicationYear "2022" @default.
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