README.md

metadata

annotations_creators:
  - expert-generated
language_creators:
  - expert-generated
language:
  - en
license:
  - unknown
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - token-classification
task_ids:
  - named-entity-recognition
pretty_name: Bc2GmCorpus
dataset_info:
  config_name: bc2gm_corpus
  features:
    - name: id
      dtype: string
    - name: tokens
      sequence: string
    - name: ner_tags
      sequence:
        class_label:
          names:
            '0': O
            '1': B-GENE
            '2': I-GENE
  splits:
    - name: train
      num_bytes: 6095123
      num_examples: 12500
    - name: validation
      num_bytes: 1215919
      num_examples: 2500
    - name: test
      num_bytes: 2454589
      num_examples: 5000
  download_size: 2154630
  dataset_size: 9765631
configs:
  - config_name: bc2gm_corpus
    data_files:
      - split: train
        path: bc2gm_corpus/train-*
      - split: validation
        path: bc2gm_corpus/validation-*
      - split: test
        path: bc2gm_corpus/test-*
    default: true

Dataset Card for bc2gm_corpus

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: Github
• Repository: Github
• Paper: NCBI
• Leaderboard:
• Point of Contact:

Dataset Summary

[More Information Needed]

Supported Tasks and Leaderboards

[More Information Needed]

Languages

[More Information Needed]

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

• id: Sentence identifier.
• tokens: Array of tokens composing a sentence.
• ner_tags: Array of tags, where 0 indicates no disease mentioned, 1 signals the first token of a disease and 2 the subsequent disease tokens.

Data Splits

[More Information Needed]

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

[More Information Needed]

Contributions

Thanks to @mahajandiwakar for adding this dataset.