Papers with unified representation model
Prix-LM: Pretraining for Multilingual Knowledge Base Construction (2022.acl-long)
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| Challenge: | Existing methods to build and enrich multilingual knowledge bases have not been successful . knowledge expressed in different languages may be complementary and unequally distributed . |
| Approach: | They propose a model that integrates useful multilingual and KB-based factual knowledge into a single model. |
| Outcome: | The proposed model can provide richer combined knowledge than monolingual KBs. |