|
--- |
|
annotations_creators: |
|
- found |
|
language_creators: |
|
- found |
|
language: |
|
- en |
|
license: |
|
- unknown |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
- 1K<n<10K |
|
source_datasets: |
|
- original |
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task_categories: |
|
- other |
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task_ids: [] |
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paperswithcode_id: null |
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pretty_name: Story Cloze Test |
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dataset_info: |
|
- config_name: '2016' |
|
features: |
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- name: story_id |
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dtype: string |
|
- name: input_sentence_1 |
|
dtype: string |
|
- name: input_sentence_2 |
|
dtype: string |
|
- name: input_sentence_3 |
|
dtype: string |
|
- name: input_sentence_4 |
|
dtype: string |
|
- name: sentence_quiz1 |
|
dtype: string |
|
- name: sentence_quiz2 |
|
dtype: string |
|
- name: answer_right_ending |
|
dtype: int32 |
|
splits: |
|
- name: validation |
|
num_bytes: 614084 |
|
num_examples: 1871 |
|
- name: test |
|
num_bytes: 613184 |
|
num_examples: 1871 |
|
download_size: 0 |
|
dataset_size: 1227268 |
|
- config_name: '2018' |
|
features: |
|
- name: story_id |
|
dtype: string |
|
- name: input_sentence_1 |
|
dtype: string |
|
- name: input_sentence_2 |
|
dtype: string |
|
- name: input_sentence_3 |
|
dtype: string |
|
- name: input_sentence_4 |
|
dtype: string |
|
- name: sentence_quiz1 |
|
dtype: string |
|
- name: sentence_quiz2 |
|
dtype: string |
|
- name: answer_right_ending |
|
dtype: int32 |
|
splits: |
|
- name: validation |
|
num_bytes: 515439 |
|
num_examples: 1571 |
|
download_size: 0 |
|
dataset_size: 515439 |
|
--- |
|
|
|
# Dataset Card for "story_cloze" |
|
|
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
|
- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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|
|
## Dataset Description |
|
|
|
- **Homepage:** [https://cs.rochester.edu/nlp/rocstories/](https://cs.rochester.edu/nlp/rocstories/) |
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Paper:** [Lsdsem 2017 shared task: The story cloze test](https://aclanthology.org/W17-0906.pdf) |
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- **Point of Contact:** [Nasrin Mostafazadeh](nasrinm@cs.rochester.edu) |
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- **Size of downloaded dataset files:** 2.03 MB |
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- **Size of the generated dataset:** 2.03 MB |
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- **Total amount of disk used:** 2.05 MB |
|
|
|
### Dataset Summary |
|
|
|
Story Cloze Test' is a new commonsense reasoning framework for evaluating story understanding, |
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story generation, and script learning.This test requires a system to choose the correct ending |
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to a four-sentence story. |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
commonsense reasoning |
|
|
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### Languages |
|
|
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English |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
- **Size of downloaded dataset files:** 2.03 MB |
|
- **Size of the generated dataset:** 2.03 MB |
|
- **Total amount of disk used:** 2.05 MB |
|
|
|
An example of 'train' looks as follows. |
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``` |
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{'answer_right_ending': 1, |
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'input_sentence_1': 'Rick grew up in a troubled household.', |
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'input_sentence_2': 'He never found good support in family, and turned to gangs.', |
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'input_sentence_3': "It wasn't long before Rick got shot in a robbery.", |
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'input_sentence_4': 'The incident caused him to turn a new leaf.', |
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'sentence_quiz1': 'He is happy now.', |
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'sentence_quiz2': 'He joined a gang.', |
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'story_id': '138d5bfb-05cc-41e3-bf2c-fa85ebad14e2'} |
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``` |
|
|
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### Data Fields |
|
|
|
The data fields are the same among all splits. |
|
|
|
- `input_sentence_1`: The first statement in the story. |
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- `input_sentence_2`: The second statement in the story. |
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- `input_sentence_3`: The third statement in the story. |
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- `input_sentence_4`: The forth statement in the story. |
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- `sentence_quiz1`: first possible continuation of the story. |
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- `sentence_quiz2`: second possible continuation of the story. |
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- `answer_right_ending`: correct possible ending; either 1 or 2. |
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- `story_id`: story id. |
|
|
|
### Data Splits |
|
|
|
| name |validation |test| |
|
|-------|-----:|---:| |
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|2016|1871|1871| |
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|2018|1571|-| |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Annotations |
|
|
|
#### Annotation process |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
#### Who are the annotators? |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Citation Information |
|
|
|
``` |
|
@inproceedings{mostafazadeh2017lsdsem, |
|
title={Lsdsem 2017 shared task: The story cloze test}, |
|
author={Mostafazadeh, Nasrin and Roth, Michael and Louis, Annie and Chambers, Nathanael and Allen, James}, |
|
booktitle={Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics}, |
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pages={46--51}, |
|
year={2017} |
|
} |
|
|
|
``` |
|
|
|
|
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### Contributions |
|
|
|
Thanks to [@zaidalyafeai](https://github.com/zaidalyafeai). |