Chunking in Turkish with Conditional Random Fields

@inproceedings{Yildiz2015ChunkingIT,
  title={Chunking in Turkish with Conditional Random Fields},
  author={Olcay Taner Yildiz and Ercan Solak and Razieh Ehsani and Onur G{\"o}rg{\"u}n},
  booktitle={CICLing},
  year={2015}
}
In this paper, we report our work on chunking in Turkish. We used the data that we generated by manually translating a subset of the Penn Treebank. We exploited the already available tags in the trees to automatically identify and label chunks in their Turkish translations. We used conditional random fields (CRF) to train a model over the annotated data. We… CONTINUE READING