Chunking in Turkish with conditional random fields
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CitationYıldız, O. T., Solak, E., Ehsani, R. & Görgün, O. (2015). Chunking in turkish with conditional random fields. Paper presented at the Lecture Notes in Computer Science, 9041, 173-184. doi:10.1007/978-3-319-18111-0_14
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 report our results on different levels of chunk resolution.