(1999) achieve 71.2 F-score for grammatical relation assignment on automatically tagged and chunked text after training on about 40,000 Wall Street Journal sentences.
to these studies, we do not chunk before finding grammatical relations; rather, chunking is performed simultaneously with headword function tagging.