Dataset:
Dataset Card for JNLPBA
Dataset Summary
The data came from the GENIA version 3.02 corpus (Kim et al., 2003). This was formed from a controlled search on MEDLINE using the MeSH terms human, blood cells and transcription factors. From this search 2,000 abstracts were selected and hand annotated according to a small taxonomy of 48 classes based on a chemical classification. Among the classes, 36 terminal classes were used to annotate the GENIA corpus.
Supported Tasks and Leaderboards
NER
Languages
English
Dataset Structure
Data Instances
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Data Fields
id
: Sentence identifier.tokens
: Array of tokens composing a sentence.ner_tags
: Array of tags, where0
indicates no bio-entity mentioned,1
signals the first token of a bio-entity and2
the subsequent bio-entity tokens.
Data Splits
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Dataset Creation
Curation Rationale
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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
Thanks to @edugp for adding this dataset.