Papers by Rohan Paul
Multi-facet Universal Schema (2021.eacl-main)
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| Challenge: | Existing methods to solve relation extraction tasks violate USchema's assumption that sentence patterns that share the same entity pairs are similar to each other. |
| Approach: | They propose a multi-facet universal schema that embeds multiple sentence patterns as facets and encourages one to be close to that of another if they co-occur with the same entity pair. |
| Outcome: | The proposed model outperforms its single-facet embedding counterpart in relation extraction tasks. |