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",
}