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For the record, 97% on canonical test datasets with little recent progress doesn't mean that it's a solved problem. Admittedly, part of the problem is that elem
by glup 11y ago
For the record, 97% on canonical test datasets with little recent progress doesn't mean that it's a solved problem. Admittedly, part of the problem is that elementary school POS categories aren't a great model of natural language.
More generally, for true syntax highlighting I think you do need the parse tree, and parsers (as opposed to taggers) definitely aren't at 97%.
- Al-Khwarizmi 11y agoThey definitely aren't at 97% but they aren't that bad either. For English they are at around 92% (see for example http://arxiv.org/pdf/1603.04351.pdf http://arxiv.org/pdf/1603.04351.pdf) in labelled attachment score (right tag+right label). If you are interested only in the syntactic tag, not in the structure of the tree, the number is somewhat higher.