Papers with in-KB
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking (2020.tacl-1)
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| Challenge: | Existing approaches to cross-lingual entity linking (XEL) do not extend well to low-resource languages with few Wikipedia pages. |
| Approach: | They propose to improve the model by combining Wikipedia references with a list of plausible candidate entities. |
| Outcome: | The proposed method yields 16.9% in Top-30 gold candidate recall compared with state-of-the-art models. |
Argument-Aware Approach To Event Linking (2024.findings-acl)
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| Challenge: | Prior research in event linking has mainly borrowed methods from entity linking, overlooking distinct features of events. |
| Approach: | They propose an argument-aware method to improve event linking models by augmenting input text with tagged event argument information. |
| Outcome: | The proposed method improves in-KB and out-of-KB queries and training examples. |