Entity Disambiguation on Entity Disambiguation Suite (Zero-shot, BLINK Candidates)
82.1AIDA ScoreBART-large+KILM_DU
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BART-large+KILM_DU#Params=406M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 82.1 | 76.4 | 77.8 | 86.4 | 62.4 | 72.3 | 76.2 | |
| BART-large+KILM#Params=406M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 80.1 | 75.2 | 71 | 82.4 | 60 | 66.5 | 72.5 | |
| BLINK#Params=336M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 79.6 | 80 | 80.3 | 82.5 | 64.2 | 75.5 | 77 | |
| BART-large+KILM_End#Params=406M, Protocol=Zero-shot, Candidates=BLINK, Ablation variant=KILM_End2023.02 | 79.6 | 74.5 | 69.6 | 82.1 | 59.2 | 64.2 | 71.5 | |
| BART-base+KILM#Params=139M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 75.1 | 69.3 | 67.8 | 77.4 | 57.4 | 62.2 | 68.2 | |
| BART-base+Merge#Params=139M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 19.5 | 24.1 | 12.2 | 18.4 | 21.9 | 19.8 | 19.3 | |
| BART-base#Params=139M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 18.3 | 30.8 | 8.7 | 20.3 | 23.7 | 20.5 | 20.4 | |
| BART-large#Params=406M, Protocol=Zero-shot, Candidates=BLINK2023.02 | 17.4 | 39.1 | 9.6 | 27.4 | 26.6 | 21.5 | 23.6 |