Entity Disambiguation on Wikidata-Disamb 30 (test)
91.93PrecisionXLNet + 1&2-hop KG Context
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XLNet + 1&2-hop KG ContextBackbone=XLNet, KG context=1&2-hop2020.08 | 91.93 | 92.36 | 92.14 | |
| XLNet + 1-hop KG ContextBackbone=XLNet, KG context=1-hop2020.08 | 91.55 | 93.14 | 92.34 | |
| RoBERTa + 1-hop KG ContextBackbone=RoBERTa, KG context=1-hop2020.08 | 91.48 | 93.23 | 92.35 | |
| LSTM+RNN-triplets+ATNContext=triplets, Attention=true2020.08 | 90.2 | 93 | 91.6 | |
| LSTM + RNN-tripletsContext=triplets2020.08 | 90.1 | 92 | 91.1 | |
| RoBERTa + 1&2-hop KG ContextBackbone=RoBERTa, KG context=1&2-hop2020.08 | 89.88 | 87.64 | 88.75 | |
| XLNet-without KG contextBackbone=XLNet, KG context=None2020.08 | 89.32 | 87.62 | 88.46 | |
| RoBERTa - without KG contextBackbone=RoBERTa, KG context=None2020.08 | 89.09 | 84.67 | 86.23 |