Papers by Hiroyuki Shinnou
All-words Word Sense Disambiguation Using Concept Embeddings (L18-1)
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| Challenge: | Existing work on all-words word sense disambiguation (all-word WSD) uses word embeddings to identify the senses of words in documents. |
| Approach: | They propose a new concept embedding method to predict target word senses . concept embeds are constructed from concept tag sequences created from previous predictions . |
| Outcome: | The proposed concept embeddings improve Japanese all-words word sense disambiguation task. |