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Formats:
parquet
Languages:
English
ArXiv:
Tags:
legal
Libraries:
Datasets
Dask
License:
bigpatent-all / README.md
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metadata
dataset_info:
  - config_name: deduped
    features:
      - name: text
        dtype: string
      - name: summary
        dtype: string
    splits:
      - name: train
        num_bytes: 25789470056
        num_examples: 871910
      - name: validation
        num_bytes: 2046546693
        num_examples: 65388
      - name: test
        num_bytes: 2056452183
        num_examples: 65372
    download_size: 12137808791
    dataset_size: 29892468932
  - config_name: default
    features:
      - name: text
        dtype: string
      - name: summary
        dtype: string
    splits:
      - name: train
        num_bytes: 38364057181
        num_examples: 1207222
      - name: validation
        num_bytes: 2115665259
        num_examples: 67068
      - name: test
        num_bytes: 2129349762
        num_examples: 67072
    download_size: 17095133825
    dataset_size: 42609072202
  - config_name: mini
    features:
      - name: text
        dtype: string
      - name: summary
        dtype: string
      - name: cluster_id
        dtype: int64
    splits:
      - name: train
        num_bytes: 2661771759
        num_examples: 90000
    download_size: 1079431729
    dataset_size: 2661771759
configs:
  - config_name: deduped
    data_files:
      - split: train
        path: deduped/train-*
      - split: validation
        path: deduped/validation-*
      - split: test
        path: deduped/test-*
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*
  - config_name: mini
    data_files:
      - split: train
        path: mini/train-*
license: cc-by-4.0
task_categories:
  - text2text-generation
  - summarization
language:
  - en
tags:
  - legal
source_dataset: NortheasternUniversity/big_patent

BEE-spoke-data/bigpatent-all

Original bigpatent subset "all" converted to hf format, columns renamed, some cleaning applied to "summary" column.

additional configs

  • the deduped config, which has the summary col deduped via minhash
  • the mini config, which is a ~1 GB version of the deduped dataset created via a minipile-like clustering+sampling approach