Treating shallow parsing as part-of-speech tagging yields results comparable with other, more elaborate approaches. Using the CoNLL 2000 training and testing material, our best model had an accuracy of 94.88\%, with an overall FB1 score of 91.94\%. The individual FB1 scores for NPs were 92.70\%, VPs 92.70\% and PPs 96.69\%.
%0 Conference Paper
%1 Osborne:2000
%A Osborne, Miles
%B Proc. CoNLL00
%D 2000
%K shallow_parsing PoStagger
%T Shallow Parsing as Part-of-Speech Tagging
%U http://www.cogsci.ed.ac.uk/õsborne/papers.html
%X Treating shallow parsing as part-of-speech tagging yields results comparable with other, more elaborate approaches. Using the CoNLL 2000 training and testing material, our best model had an accuracy of 94.88\%, with an overall FB1 score of 91.94\%. The individual FB1 scores for NPs were 92.70\%, VPs 92.70\% and PPs 96.69\%.
@inproceedings{Osborne:2000,
abstract = {Treating shallow parsing as part-of-speech tagging yields results comparable with other, more elaborate approaches. Using the CoNLL 2000 training and testing material, our best model had an accuracy of 94.88\%, with an overall FB1 score of 91.94\%. The individual FB1 scores for NPs were 92.70\%, VPs 92.70\% and PPs 96.69\%.},
added-at = {2007-12-14T02:44:38.000+0100},
author = {Osborne, Miles},
biburl = {https://www.bibsonomy.org/bibtex/2b1050a3ad3de02c4fc56fc9700559177/diego_ma},
booktitle = {Proc. CoNLL00},
interhash = {7924369eb475c2269513e71768b43e00},
intrahash = {b1050a3ad3de02c4fc56fc9700559177},
keywords = {shallow_parsing PoStagger},
timestamp = {2007-12-14T02:44:39.000+0100},
title = {Shallow Parsing as Part-of-Speech Tagging},
url = {http://www.cogsci.ed.ac.uk/\~{}osborne/papers.html},
year = 2000
}