This may be a method related to the parsing methods in compiling principles.The authors use the syntatic parsing to build a grammmar in the input of sentences.
headed phrase structure, we can use parsing trees to analyze the syntatic structure.
The dependency structure shows which words depend on which other words.
Pre 1990 ("Classical") NLP Parsing The rise of annotated data: The Penn Treebank, though not so useful in building a grammar, it's useful to: provide parsers and taggers, behave as a way to evaluate systems.
1.Attachment ambiguities: key parsing decision how we attach various constituent 2.Two problems: 2.1 In parsing, there may be repeated work on parsing the similar parts when the sentence could have ambiguous meaning. 2.2 How do we work out the correct parse. e.g. Sydney Water breached an agreement with NSW Health.