Papers by Youngbum Kim
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging (C18-1)
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| Challenge: | Korean is a highly agglutinative, character-rich language, requiring dictionary-less morphological analysis . a novel model can perform morphology and part-of-speech tagging without prior knowledge . |
| Approach: | They propose a multi-stage action-based model that performs morphological transformation and part-of-speech tagging using arbitrary units of input. |
| Outcome: | The proposed model achieves state-of-the-art word and sentence-level tagging accuracy with Korean corpus. |