Consistency Checking for Treebank Alignment

Markus Dickinson and Yvonne Samuelsson

Proceedings of the Fourth Linguistic Annotation Workshop (LAW IV).

This paper explores ways to detect errors in aligned corpora, using very little technology. In the first method, applicable to any aligned corpus, we consider alignment as a string-to-string mapping. Treating the target string as a label, we examine each source string to find inconsistencies in alignment. Despite setting up the problem on a par with grammatical annotation, we demonstrate crucial differences in sorting errors from legitimate variations. The second method examines phrase nodes which are predicted to be aligned, based on the alignment of their yields. Both methods are effective in complementary ways.


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Bibtex entry:

@InProceedings{dickinson:samuelsson:10,
  author =       {Markus Dickinson and Yvonne Samuelsson},
  title =        {Consistency Checking for Treebank Alignment},
  booktitle =    {The Fourth Linguistic Annotation Workshop (LAW IV)},
  pages=         {},
  address =      {Uppsala, Sweden},
  url =          {\url{http://cl.indiana.edu/~md7/papers/dickinson-samuelsson10.html}},
  year =         {2010}
}