Papers with exploratory relation classification
Exploratory Neural Relation Classification for Domain Knowledge Acquisition (C18-1)
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| Challenge: | Existing methods for relation classification are limited and lack of low-frequency relations in specific domains. |
| Approach: | They propose a method to learn a classifier on pre-defined relations and discover new relations expressed in texts. |
| Outcome: | The proposed method can classify entities into a finite set of relations and discover relations with high precision and recall. |