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Named Entity Recognition in Turkish Using Association Measures

Keywords: Turkish , Point-wise Mutual Information , Mutual Dependency , First Kulczynski , Joint Probability

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Abstract:

Named Entity Recognition which is an important subject of Natural Language Processing is a key technology of information extraction, information retrieval, question answering and other text processing applications. In this study, we evaluate previously well-established association measures as an initial attempt to extract two-worded named entities in a Turkish corpus. Furthermore we propose a new association measure, and compare it with the other methods. The evaluation of these methods is performed by precision and recall measures.

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