Papers by Andrea Papaluca
Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction (2022.acl-srw)
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| Challenge: | Existing models that perform explicit on-task training of graph embeddings are inadequate. |
| Approach: | They propose to combine pretrained knowledge base graph embeddings with transformer based language models to improve performance on sentential Relation Extraction task. |
| Outcome: | The proposed model outperforms state-of-the-art models on the sentential Relation Extraction task. |