ReadingBank / README.md
zilongwang's picture
Update README.md
dc9308f verified
metadata
license: apache-2.0
dataset_info:
  - config_name: default
    features:
      - name: src
        dtype: string
      - name: tgt
        dtype: string
      - name: bleu
        dtype: float64
      - name: tgt_index
        sequence: int64
      - name: original_filename
        dtype: string
      - name: filename
        dtype: string
      - name: page_idx
        dtype: int64
      - name: src_layout
        sequence:
          sequence: int64
      - name: tgt_layout
        sequence:
          sequence: int64
    splits:
      - name: dev
        num_bytes: 916523238
        num_examples: 49994
      - name: test
        num_bytes: 919351137
        num_examples: 50009
      - name: train
        num_bytes: 7346736959
        num_examples: 399997
    download_size: 1754136052
    dataset_size: 9182611334
  - config_name: dev
    features:
      - name: src
        dtype: string
      - name: tgt
        dtype: string
      - name: bleu
        dtype: float64
      - name: tgt_index
        sequence: int64
      - name: original_filename
        dtype: string
      - name: filename
        dtype: string
      - name: page_idx
        dtype: int64
      - name: src_layout
        sequence:
          sequence: int64
      - name: tgt_layout
        sequence:
          sequence: int64
    splits:
      - name: train
        num_bytes: 916523238
        num_examples: 49994
      - name: dev
        num_bytes: 916523238
        num_examples: 49994
    download_size: 360926516
    dataset_size: 1833046476
  - config_name: test
    features:
      - name: src
        dtype: string
      - name: tgt
        dtype: string
      - name: bleu
        dtype: float64
      - name: tgt_index
        sequence: int64
      - name: original_filename
        dtype: string
      - name: filename
        dtype: string
      - name: page_idx
        dtype: int64
      - name: src_layout
        sequence:
          sequence: int64
      - name: tgt_layout
        sequence:
          sequence: int64
    splits:
      - name: test
        num_bytes: 919351137
        num_examples: 50009
    download_size: 181145705
    dataset_size: 919351137
configs:
  - config_name: default
    data_files:
      - split: dev
        path: data/dev-*
      - split: test
        path: data/test-*
      - split: train
        path: data/train-*
  - config_name: dev
    data_files:
      - split: train
        path: dev/train-*
      - split: dev
        path: dev/dev-*
  - config_name: test
    data_files:
      - split: test
        path: test/test-*

ReadingBank

ReadingBank is a benchmark dataset for reading order detection built with weak supervision from WORD documents, which contains 500K document images with a wide range of document types as well as the corresponding reading order information.

Our paper "LayoutReader: Pre-training of Text and Layout for Reading Order Detection" has been accepted by EMNLP 2021.

Refer to the official repo for more details: https://github.com/doc-analysis/ReadingBank