Chunking in Turkish with conditional random fields
Yükleniyor...
Dosyalar
Tarih
2015-04-14
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer-Verlag
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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.
Açıklama
Anahtar Kelimeler
Computer Science, Artificial Intelligence, Information Systems, Theory & Methods, Robotics, Speech, Natural language processing systems, Part-of-speech tagging, Computational linguistics, Forestry, Linguistics, Text processing, Translation (languages), Conditional random field, Treebanks, Turkishs, Random processes
Kaynak
Lecture Notes in Computer Science
WoS Q Değeri
Q4
Scopus Q Değeri
Q3
Cilt
9041
Sayı
Künye
Yıldız, 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
