π Showing 5 results | π Metric: Micro-F1
Rank | Model | Paper | Micro-F1 | Date | Code |
---|---|---|---|---|---|
1 | confidence-order | Global Entity Disambiguation with BERT | 93.50 | 2019-09-01 | π¦ studio-ousia/luke |
2 | KBED π | Improving Entity Disambiguation by Reasoning over a Knowledge Base | 92.60 | 2022-07-08 | π¦ alexa/refined π¦ amazon-science/ReFinED π¦ amazon-research/ReFinED |
3 | ReFinED π | ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | 91.80 | 2022-07-08 | π¦ amazon-science/ReFinED π¦ amazon-research/ReFinED π¦ alexa/refined |
4 | GENRE | Autoregressive Entity Retrieval | 89.90 | 2020-10-02 | π¦ facebookresearch/GENRE π¦ amzn/seqzero |
5 | Global | Deep Joint Entity Disambiguation with Local Neural Attention | 88.50 | 2017-04-17 | π¦ dalab/deep-ed π¦ klimzaporojets/DWIE π¦ yifding/deep_ed_PyTorch |