| SpEL: Structured Prediction for Entity Linking | ✓ Link | 88.6 | SpEL-large (2023) | 2023-10-23 |
| SpEL: Structured Prediction for Entity Linking | ✓ Link | 88.1 | SpEL-base (2023) | 2023-10-23 |
| Entity Disambiguation via Fusion Entity Decoding | | 86.5 | FusionED | 2024-04-02 |
| ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget | ✓ Link | 86.4 | ReLiK-Large | 2024-07-31 |
| EntQA: Entity Linking as Question Answering | ✓ Link | 85.8 | Zhang et al. (2021) | 2021-10-05 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | ✓ Link | 85.5 | De Cao et al. (2021b) | 2021-09-08 |
| ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget | ✓ Link | 85.3 | ReLiK-Base | 2024-07-31 |
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | ✓ Link | 84.0 | ReFinED | 2022-07-08 |
| Autoregressive Entity Retrieval | ✓ Link | 83.7 | De Cao et al. (2021a) | 2020-10-02 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | ✓ Link | 83.1 | Kannan Ravi et al. (2021) | 2021-01-25 |
| End-to-End Neural Entity Linking | ✓ Link | 82.4 | Kolitsas et al. (2018) | 2018-08-23 |
| Joint Learning of Named Entity Recognition and Entity Linking | | 81.9 | Martins et al. (2019) | 2019-07-18 |
| REL: An Entity Linker Standing on the Shoulders of Giants | ✓ Link | 80.5 | van Hulst et al. (2020) | 2020-06-02 |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking | ✓ Link | 79.3 | Broscheit (2019) | 2020-03-11 |
| Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking | | 76.7 | Févry et al. (2020b) | 2020-05-28 |
| Knowledge Enhanced Contextual Word Representations | ✓ Link | 73.7 | Peters et al. (2019) | 2019-09-09 |
| Robust Disambiguation of Named Entities in Text | | 72.8 | Hoffart et al. (2011) | 2011-07-01 |