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Subcharacter Information in Japanese Embeddings: When Is It Worth It?
| Content Provider | Semantic Scholar |
|---|---|
| Author | Karpinska, Marzena Li, Bofang Rogers, Anna Drozd, Aleksandr |
| Copyright Year | 2018 |
| Abstract | Languages with logographic writing systems present a difficulty for traditional character-level models. Leveraging the subcharacter information was recently shown to be beneficial for a number of intrinsic and extrinsic tasks in Chinese. We examine whether the same strategies could be applied for Japanese, and contribute a new analogy dataset for this language. |
| File Format | PDF HTM / HTML |
| DOI | 10.18653/v1/w18-2905 |
| Alternate Webpage(s) | http://aclweb.org/anthology/W18-2905 |
| Alternate Webpage(s) | https://doi.org/10.18653/v1%2Fw18-2905 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |