vishnun/knowledge-graph-nlp
Token Classification • 66.4M • Updated • 6 • 22
Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
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Dataset Summary
KG dataset created by using spaCy PoS and Dependency parser.
Supported Tasks and Leaderboards
Can be leveraged for token classification for detection of knowledge graph entities and relations.
Languages
English
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
Important fields for the token classification task are
- tokens - tokenized text
- tags - Tags for each token
{'SRC' - Source, 'REL' - Relation, 'TGT' - Target, 'O' - Others}
Data Splits
One data file for around 15k records
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
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Who are the source language producers?
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Annotations
Annotation process
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Who are the annotators?
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Personal and Sensitive Information
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Considerations for Using the Data
Social Impact of Dataset
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Discussion of Biases
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Other Known Limitations
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Additional Information
Dataset Curators
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Licensing Information
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Citation Information
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Contributions
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