TRMOR: a finite-state-based morphological analyzer for Turkish
Yazarlar (4)
Dr. Öğr. Üyesi Ayla KAYABAŞ
Ankara Yildirim Beyazit University, Türkiye
Helmut Schmid
Ludwig-Maximilians-Universität München, Almanya
Ahmet E. Topcu
Ankara Yildirim Beyazit University, Türkiye
Özkan Kiliç
Ankara Yildirim Beyazit University, Türkiye
| Makale Türü |
Özgün Makale
(SSCI, AHCI, SCI, SCI-Exp dergilerinde yayınlanan tam makale)
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| Dergi Adı | Turkish Journal of Electrical Engineering and Computer Sciences (Q4) | ||
| Dergi ISSN | 1300-0632 Wos Dergi Scopus Dergi | ||
| Dergi Tarandığı Indeksler | SCI-Exp, SCOPUS, Curation, Essential Science Indicators, Pdf2xml, Pdf2xml, Reference Master, Sophia, Web Of Science Expanded | ||
| Makale Dili | İngilizce | Basım Tarihi | 01-2022 |
| Cilt / Sayı / Sayfa | 27 / 5 / 3837–3851 | DOI | 10.3906/elk-1902-125 |
| Makale Linki | https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=1547&context=elektrik | ||
| Özet |
| Morphological analysis is an important component of natural language processing systems like spellingcorrection tools, parsers, machine translation systems, and dictionary tools. In this paper, we present TRMOR, amorphological analyzer for Turkish, which uses the SFST tool (Stuttgart Finite-State Transducer). TRMOR can be freelyused for academic research (see http://www.cis.uni-muenchen.de/ schmid/tools/SFST/). It covers a large part of Turkishmorphology including inflection, derivation, and some compounding. It uses morphotactic and morphophonological rulesand a stem lexicon. We describe the morphological structure of Turkish, explain the phonological and morphological rulesimplemented in TRMOR, evaluate the system, and test it in special cases. The evaluation of TRMOR was executedon gold-standard words. One thousand words were randomly selected from Wikipedia word lists. For those words,we achieved gold-standard analysis. TRMOR has 94.12% precision on these 1000 words that were randomly selectedfrom Wikipedia word lists. Morphological analyses of Turkish are prepared for the gold-standard version since, to ourknowledge, there is no gold-standard segmentation available for Turkish morphological analyzers for noncommercialpurposes. |
| Anahtar Kelimeler |
| Finite-state morphology | Gold standard | Turkish morphology |
BM Sürdürülebilir Kalkınma Amaçları
| Atıf Sayıları | |
| WoS | 7 |
| SCOPUS | 10 |
| TRDizin | 3 |
| Google Scholar | 21 |