Shallow Parsing as Part-of-Speech Tagging (2000)
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by
Miles Osborne
| Citations: | 8 - 0 self |
BibTeX
@MISC{Osborne00shallowparsing,
author = {Miles Osborne},
title = {Shallow Parsing as Part-of-Speech Tagging},
year = {2000}
}
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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 92.19%, VPs 92.70% and PPs 96.69%. I
Citations
| 337 | Text chunking using transformation-based learning - Ramshaw, Marcus - 1995 |
| 274 | A Maximum Entropy Part-Of-Speech Tagger - Ratnaparkhi - 1996 |
| 49 | A memory-based approach to learning shallow natural language patterns - Argamon, Dagan, et al. - 1998 |
| 45 | Error-driven pruning of treebank grammars for base noun phrase identification - Cardie, Pierce - 1998 |
| 6 | Tjong Kim Sang and Jorn Veenstra. Representing text chunks - Erik - 1999 |
| 1 | Can Punctuation Help Learning - Osborne - 1995 |
| 1 | Sabine Buchholz and Walter Daelemans. Cascaded Grammatical Relation Assignment - Veenstra - 1999 |
