Developing Methodology for Korean Particle Error Detection

Markus Dickinson, Ross Israel, and Sun-Hee Lee

Proceedings of the Sixth Workshop on Innovative Use of NLP for Building Educational Applications

We further work on detecting errors in post-positional particle usage by learners of Korean by improving the training data and developing a complete pipeline of particle selection. We improve the data by filtering non-Korean data and sampling instances to better match the particle distribution. Our evaluation shows that, while the data selection is effective, there is much work to be done with preprocessing and system optimization.


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Bibtex entry:

@InProceedings{dickinson:israel:lee:11,
  author    = {Dickinson, Markus  and  Israel, Ross  and  Lee, Sun-Hee},
  title     = {Developing Methodology for Korean Particle Error Detection},
  booktitle = {Proceedings of the Sixth Workshop on Innovative Use of NLP for Building Educational Applications},
  month     = {June},
  year      = {2011},
  address   = {Portland, OR},
  pages     = {81--86},
  url =  {http://cl.indiana.edu/~md7/papers/dickinson-israel-lee11.html}
}