Named Entity Recognition
Collection
The dataset in CONLL format that can easily be used in the HF Token Classification Course.
•
4 items
•
Updated
id
stringlengths 1
4
| words
sequencelengths 1
89
| ner_tags
sequencelengths 1
89
|
---|---|---|
812 | [
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1561 | [
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1838 | [
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1344 | [
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1549 | [
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924 | [
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233 | [
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1547 | [
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390 | [
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77 | [
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1728 | [
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532 | [
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17 | [
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380 | [
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1727 | [
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1540 | [
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933 | [
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187 | [
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185 | [
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8 | [
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563 | [
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612 | [
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1538 | [
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1268 | [
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1235 | [
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50 | [
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896 | [
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1270 | [
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136 | [
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1454 | [
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664 | [
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1583 | [
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138 | [
"\"",
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WikiGold is a manually annotated collection of Wikipedia text.
['O', 'B-LOC', 'I-LOC', 'B-MISC', 'I-MISC', 'B-ORG', 'I-ORG', 'B-PER', 'I-PER']
Number of sentences in the train set: 1472
Label count in train set:
Label | Count | Percentage (%) |
---|---|---|
O | 26086 | 83.649190 |
I-ORG | 1470 | 4.713805 |
I-PER | 1303 | 4.178291 |
I-LOC | 1175 | 3.767837 |
I-MISC | 1151 | 3.690877 |
Number of sentences in the test set: 369
Label count in test set:
Label | Count | Percentage (%) |
---|---|---|
O | 6635 | 83.281034 |
I-ORG | 488 | 6.125267 |
I-PER | 331 | 4.154638 |
I-LOC | 272 | 3.414083 |
I-MISC | 241 | 3.024978 |
Dominic Balasuriya, Nicky Ringland, Joel Nothman, Tara Murphy, and James R. Curran. 2009.
Named Entity Recognition in Wikipedia.
In Proceedings of the 2009 Workshop on The People’s Web Meets NLP: Collaboratively Constructed Semantic Resources (People’s Web), pages 10–18, Suntec, Singapore.
Association for Computational Linguistics.
WikiGold is licensed under CC-BY 4.0. To view this license, visit the link.