Papers with Set Prediction Networks
BiSPN: Generating Entity Set and Relation Set Coherently in One Pass (2023.findings-emnlp)
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| Challenge: | Existing approaches to extract entities and relation triples from text are limited. |
| Approach: | They propose a bipartite set prediction network to generate entity set and relation set in parallel. |
| Outcome: | The proposed model can generate entity set and relation set in parallel, while maintaining coherence between the predicted entities and relation sets. |