Papers with S2abEL
S2abEL: A Dataset for Entity Linking from Scientific Tables (2023.emnlp-main)
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| Challenge: | Entity linking (EL) is a longstanding problem in natural language processing and information extraction. |
| Approach: | They propose a neural baseline method for EL on scientific tables containing many out-of-knowledge-base mentions and a method that significantly outperforms a generic table EL method. |
| Outcome: | The proposed method significantly outperforms state-of-the-art generic table EL method on scientific tables with many out-of knowledge-base mentions. |