Datasets:
Tasks:
Token Classification
Modalities:
Text
Sub-tasks:
named-entity-recognition
Languages:
English
Size:
10K - 100K
License:
init
Browse files- README.md +3 -20
- dataset/test.json +0 -0
- dataset/train.json +0 -0
- dataset/valid.json +0 -0
README.md
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task_ids:
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- named-entity-recognition
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pretty_name: CoNLL-2003
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train-eval-index:
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- config: conll2003
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task: token-classification
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task_id: entity_extraction
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splits:
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train_split: train
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eval_split: test
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col_mapping:
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tokens: tokens
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ner_tags: tags
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---
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# Dataset Card for "conll2003"
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## Table of Contents
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- [Dataset Description](#dataset-description)
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```
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{
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-
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"ner_tags": [0, 3, 4, 0, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
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"pos_tags": [12, 22, 22, 38, 15, 22, 28, 38, 15, 16, 21, 35, 24, 35, 37, 16, 21, 15, 24, 41, 15, 16, 21, 21, 20, 37, 40, 35, 21, 7],
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"tokens": ["The", "European", "Commission", "said", "on", "Thursday", "it", "disagreed", "with", "German", "advice", "to", "consumers", "to", "shun", "British", "lamb", "until", "scientists", "determine", "whether", "mad", "cow", "disease", "can", "be", "transmitted", "to", "sheep", "."]
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}
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```
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-
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The original data files have `-DOCSTART-` lines used to separate documents, but these lines are removed here.
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Indeed `-DOCSTART-` is a special line that acts as a boundary between two different documents, and it is filtered out in this implementation.
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### Data Fields
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The data fields are the same among all splits.
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task_ids:
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- named-entity-recognition
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pretty_name: CoNLL-2003
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---
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# Dataset Card for "tner/conll2003"
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## Table of Contents
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- [Dataset Description](#dataset-description)
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```
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{
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'tags': ['SOCCER','-', 'JAPAN', 'GET', 'LUCKY', 'WIN', ',', 'CHINA', 'IN', 'SURPRISE', 'DEFEAT', '.'],
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'tokens': [0, 0, 5, 0, 0, 0, 0, 3, 0, 0, 0, 0]
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}
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```
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### Data Fields
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The data fields are the same among all splits.
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dataset/test.json
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dataset/train.json
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dataset/valid.json
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