| Global Entity Disambiguation with BERT | ✓ Link | 95.0 | | confidence-order | 2019-09-01 |
| Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models | ✓ Link | 94.94 | | DCA-SL + Triples | 2020-08-12 |
| DeepType: Multilingual Entity Linking by Neural Type System Evolution | ✓ Link | 94.88 | | DeepType | 2018-02-03 |
| Learning Distributed Representations of Texts and Entities from Knowledge Base | ✓ Link | 94.7 | | NTEE | 2017-05-06 |
| Learning Dynamic Context Augmentation for Global Entity Linking | ✓ Link | 94.64 | | DCA-SL (2019)(et al., [2019c]) | 2019-09-04 |
| Joint Entity Linking with Deep Reinforcement Learning | | 94.3 | | Fang et al. (2019) (et al., [2019e]) | 2019-02-01 |
| Neural Cross-Lingual Entity Linking | | 94.0 | | This work+CtxLSTMs+LDC+MPCM | 2017-12-05 |
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | ✓ Link | 93.9 | | ReFinED | 2022-07-08 |
| Improving Entity Linking by Modeling Latent Entity Type Information | | 93.54 | | Chen et al. (2020) (et al, 2020) | 2020-01-06 |
| Autoregressive Entity Retrieval | ✓ Link | 93.3 | | GENRE | 2020-10-02 |
| Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation | ✓ Link | 93.1 | | Wikipedia2Vec-GBRT | 2016-01-06 |
| ELDEN: Improved Entity Linking Using Densified Knowledge Graphs | ✓ Link | 93.0 | | ELDEN | 2018-06-01 |
| Named Entity Recognition for Entity Linking: What Works and What’s Next | ✓ Link | 92.5 | | NER4EL | |
| Deep Joint Entity Disambiguation with Local Neural Attention | ✓ Link | 92.22 | | Global | 2017-04-17 |
| Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation | ✓ Link | 91.5 | | Wikipedia2Vec | 2016-01-06 |
| Improving Entity Disambiguation by Reasoning over a Knowledge Base | ✓ Link | 90.4 | | KBED | 2022-07-08 |
| Boosting Entity Linking Performance by Leveraging Unlabeled Documents | ✓ Link | 89.66 | | Le& Titov (2019) (Le and Titov, 2019) | 2019-06-04 |
| Robust Disambiguation of Named Entities in Text | | 82.29 | | Hoffart et al. | 2011-07-01 |
| Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation | ✓ Link | | 96.8 | Bootleg | 2020-10-20 |
| Improving Entity Linking by Modeling Latent Entity Type Information | | | 93.54 | BERT-Entity-Sim (local & global) AIDA-B | 2020-01-06 |