Papers by Kazuki Fukui
Segmentation-free compositional n-gram embedding (N19-1)
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| Challenge: | Existing word embedding models depend on word segmentation, but this method is difficult when corpora written in noisy or unsegmented languages. |
| Approach: | They propose a new method that models words, phrases and sentences seamlessly without word segmentation. |
| Outcome: | The proposed method is very effective for noisy corpora written in unsegmented languages such as Chinese and Japanese. |