goal-step-wikihow / README.md
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metadata
license: mit
dataset_info:
  - config_name: goal
    features:
      - name: video-id
        dtype: string
      - name: fold-ind
        dtype: int64
      - name: startphrase
        dtype: string
      - name: sent1
        dtype: string
      - name: sent2
        dtype: string
      - name: gold-source
        dtype: string
      - name: ending0
        dtype: string
      - name: ending1
        dtype: string
      - name: ending2
        dtype: string
      - name: ending3
        dtype: string
      - name: label
        dtype: int64
    splits:
      - name: train
        num_bytes: 47919020
        num_examples: 185231
      - name: test
        num_bytes: 398512
        num_examples: 1703
    download_size: 30309018
    dataset_size: 48317532
  - config_name: order
    features:
      - name: video-id
        dtype: string
      - name: fold-ind
        dtype: int64
      - name: startphrase
        dtype: string
      - name: sent1
        dtype: string
      - name: sent2
        dtype: string
      - name: gold-source
        dtype: string
      - name: ending0
        dtype: string
      - name: ending1
        dtype: string
      - name: label
        dtype: int64
    splits:
      - name: train
        num_bytes: 161457398
        num_examples: 836128
      - name: test
        num_bytes: 535305
        num_examples: 3100
    download_size: 0
    dataset_size: 161992703
  - config_name: step
    features:
      - name: video-id
        dtype: string
      - name: fold-ind
        dtype: int64
      - name: startphrase
        dtype: string
      - name: sent1
        dtype: string
      - name: sent2
        dtype: string
      - name: gold-source
        dtype: string
      - name: ending0
        dtype: string
      - name: ending1
        dtype: string
      - name: ending2
        dtype: string
      - name: ending3
        dtype: string
      - name: label
        dtype: int64
    splits:
      - name: train
        num_bytes: 117840509
        num_examples: 374278
      - name: test
        num_bytes: 640583
        num_examples: 2250
    download_size: 76438559
    dataset_size: 118481092
configs:
  - config_name: goal
    data_files:
      - split: train
        path: goal/train-*
      - split: test
        path: goal/test-*
  - config_name: order
    data_files:
      - split: train
        path: order/train-*
      - split: test
        path: order/test-*
  - config_name: step
    data_files:
      - split: train
        path: step/train-*
      - split: test
        path: step/test-*

https://github.com/zharry29/wikihow-goal-step

@inproceedings{zhang-etal-2020-reasoning,
    title = "Reasoning about Goals, Steps, and Temporal Ordering with {W}iki{H}ow",
    author = "Zhang, Li  and
      Lyu, Qing  and
      Callison-Burch, Chris",
    booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    month = nov,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.emnlp-main.374",
    pages = "4630--4639",
}