|
--- |
|
dataset_info: |
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features: |
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- name: tokens |
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sequence: string |
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- name: ner_tags |
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sequence: int64 |
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- name: dataset |
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dtype: string |
|
splits: |
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- name: train |
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num_bytes: 20416089 |
|
num_examples: 94253 |
|
- name: validation |
|
num_bytes: 4904248 |
|
num_examples: 25864 |
|
- name: test |
|
num_bytes: 4673139 |
|
num_examples: 25015 |
|
download_size: 8000299 |
|
dataset_size: 29993476 |
|
configs: |
|
- config_name: default |
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data_files: |
|
- split: train |
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path: data/train-* |
|
- split: validation |
|
path: data/validation-* |
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- split: test |
|
path: data/test-* |
|
task_categories: |
|
- text-classification |
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language: |
|
- 'no' |
|
- da |
|
size_categories: |
|
- 10K<n<100K |
|
--- |
|
|
|
Created from the three datasets `wikiann`, `norne` and `dane`. |
|
|
|
See detailed config below: |
|
|
|
```python |
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dataset_ids = [ |
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"wikiann", |
|
"dane", |
|
"norne", |
|
] |
|
|
|
dataset_subsets = { |
|
"wikiann": [ |
|
"nn", "no", "da" |
|
], |
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"dane": [None], |
|
"norne": ["combined-7"], |
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} |
|
``` |
|
|
|
Unified to the following BIO-scheme: |
|
|
|
|
|
``` |
|
# O: 0 |
|
# B-PER: 1 |
|
# I-PER: 2 |
|
# B-ORG: 3 |
|
# I-ORG: 4 |
|
# B-LOC: 5 |
|
# I-LOC: 6 |
|
# B-MISC: 7 |
|
# I-MISC: 8 |
|
|
|
mappers = { |
|
"norne": { |
|
0: 0, |
|
1: 1, |
|
2: 2, |
|
3: 3, |
|
4: 4, |
|
# PROD->MISC |
|
5: 7, |
|
6: 8, |
|
# LOC -> LOC |
|
7: 5, |
|
8: 6, |
|
# DRV -> MISC (names, but derived) |
|
9: 7, |
|
10: 8, |
|
# EVT -> MISC (events) |
|
11: 7, |
|
12: 8, |
|
# MISC -> MISC |
|
13: 7, |
|
14: 8, |
|
} |
|
} |
|
|
|
``` |
