Papers by Seong Sik Park
Relation Extraction among Multiple Entities Using a Dual Pointer Network with a Multi-Head Attention Mechanism (D19-66)
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| Challenge: | Existing studies on relation extrac-tion focus on finding only one relation between two entities in a single sentence. |
| Approach: | They propose a relation extraction model based on a dual pointer network with a multi-head attention mechanism that finds n-to-1 subject-object relations by using a forward decoder and a backward decode-r. |
| Outcome: | The proposed model achieves the state-of-the-art performance on the ACE-05 and NYT datasets. |