Papers with hierarchical model structure
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction (D19-1)
Copied to clipboard
| Challenge: | Existing methods to construct noisy labeled data for relation extraction (RE) are expensive and lacks the labeling capability. |
| Approach: | They propose a 2-hop DS strategy to enhance distantly supervised relation extraction (RE) by combining sentences that mention entities that are linked to each other. |
| Outcome: | The proposed method outperforms baselines on a benchmark dataset by a substantial margin. |