Title
Chunking: an unsupervised method to find errors in text
Abstract
We describe a method to use a chunker for grammar checking. Once a chun- ker is available the method is fully un- supervised, only unannotated text is required for training. The method is very simple, compare the output of the chunker on new texts to the output on known correct text. Rare chunk se- quences that occur in the new texts are reported as suspected errors. By automatically modifying the chunk set to be more detailed for common verbs or prepositions more error types can be detected. The method is evaluated on Swedish texts from a few different genres. Our method can be used with- out modifications on any language, as long as a chunker is available for that language.
Year
Venue
DocType
2005
NODALIDA
Conference
Citations 
PageRank 
References 
0
0.34
2
Authors
3
Name
Order
Citations
PageRank
Jonas Sjöbergh1609.20
KTH Nada200.34
Sweden Stockholm300.34