Savaş Yıldırım

Learning Turkish Hypernymy Using Word Embeddings

2017 · International Journal of Computational Intelligence Systems

Recently, Neural Network Language Models have been effectively applied to many types of Natural Language Processing (NLP) tasks. One popular type of tasks is the discovery of semantic and syntactic regularities that support the researchers …

Improving word embeddings projection for Turkish hypernym extraction

2019 · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES

Corpus-driven approaches can automatically explore is-a relations between the word pairs from corpus. This problem is also called hypernym extraction. Formerly, lexico-syntactic patterns have been used to solve hypernym relations. The language-specific syntactic rules have …