PREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELD


Article NamePREDICTION OF FUNCTION TAGS OF THE SIMPLE TURKISH SENTENCES BY CONDITIONAL RANDOM FIELD
AuthorsMustafa AYGÜL , Gürkan KARAALİOĞLU , M. Fatih AMASYALI
Keywords TRDoğal dil işleme , öğelerine ayırma , yapay zeka , dizi etiketleme , koşullu rastgele alanlar.
KeywordsNatural language processing , dependency parsing , artificial intelligence , sequence labeling , conditional random fields.
Article Summary The prediction of function tags is a key component of several natural language tasks. In this study, Conditional Random Fields are employed for Turkish sentences. The Natural language processing golden miners of gold miner games play online for conditional random fields by miner. The affects of the size of training set, the usage of morphological features of the words are investigated. As a result, we achieved 75% success ratio on our datasets having 2000 simple sentences.
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