metadata
language: 'no'
license: cc-by-4.0
tags:
- norwegian
- bert
pipeline_tag: fill-mask
widget:
- text: På biblioteket kan du [MASK] en bok.
- text: Dette er et [MASK] eksempel.
- text: Av og til kan en språkmodell gi et [MASK] resultat.
- text: >-
Som ansat får du [MASK] for at bidrage til borgernes adgang til dansk
kulturarv, til forskning og til samfundets demokratiske udvikling.
Results
| Model | NoRec | NorNe-NB | NorNe-NN | NorDial | DaNe | Da-Angry-Tweets |
|---|---|---|---|---|---|---|
| roberta-base (English) | 51.77 | 79.01/79.53 | 79.79/83.02 | 67.18 | 75.44/78.07 | 55.51 |
| mBERT-cased | 63.91 | 83.72/86.12 | 83.05/87.12 | 66.23 | 80.00/81.43 | 57.67 |
| nb-bert-base | 75.60 | 91.98/92.95 | 90.93/94.06 | 69.39 | 81.95/84.83 | 64.18 |
| notram-bert-norwegian-cased | 72.47 | 91.77/93.12 | 89.79/93.70 | 78.55 | 83.69/86.55 | 64.19 |
| notram-bert-norwegian-uncased | 73.47 | 89.28/91.61 | 87.23/90.23 | 74.21 | 80.29/82.31 | 61.18 |
| notram-bert-norwegian-cased-pod | 76.18 | 91.24/92.24 | 90.88/93.21 | 76.21 | 81.82/84.99 | 62.16 |
| nb-roberta-base | 68.77 | 87.99/89.43 | 85.43/88.66 | 76.34 | 75.91/77.94 | 61.50 |
| nb-roberta-base-scandinavian | 67.88 | 87.73/89.14 | 87.39/90.92 | 74.81 | 76.22/78.66 | 63.37 |
| nb-roberta-base-v2-200k | 46.87 | 85.57/87.04 | - | 64.99 | - | - |
| test_long_w5 200k | 60.48 | 88.00/90:00 | 83.93/88.45 | 68.41 | 75.22/78.50 | 57.95 |
| test_long_w5_roberta_tokenizer 200k | 63.51 | 86.28/87.77 | 84.95/88.61 | 69.86 | 71.31/74.27 | 59.96 |
| test_long_w5_roberta_tokenizer 400k | 59.76 | 87.39/89.06 | 85.16/89.01 | 71.46 | 72.39/75.65 | 39.73 |
| test_long_w5_dataset 400k | 66.80 | 86.52/88.55 | 82.81/86.76 | 66.94 | 71.47/74.20 | 55.25 |
| test_long_w5_dataset 600k | 67.37 | 89.98/90.95 | 84.53/88.37 | 66.84 | 75.14/76.50 | 57.47 |
| roberta-jan-128_ncc - 400k - 128 | 67.79 | 91.45/92.33 | 86.41/90.19 | 67.20 | 81.00/82.39 | 59.65 |
| roberta-jan-128_ncc - 1000k - 128 | 68.17 | 89.34/90.74 | 86.89/89.87 | 68.41 | 80.30/82.17 | 61.63 |