add dataset card

README.md

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+---
+annotations_creators:
+- found
+language:
+- en
+- ru
+- zh
+- es
+- ar
+- hi
+- id
+- te
+- sw
+- eu
+- my
+language_creators:
+- found
+- expert-generated
+license:
+- cc-by-sa-4.0
+multilinguality:
+- multilingual
+paperswithcode_id: null
+pretty_name: XStoryCloze
+size_categories:
+- 1K<n<10K
+source_datasets:
+- extended|story_cloze
+tags: []
+task_categories:
+- other
+task_ids: []
+dataset_info:
+- config_name: en
+  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: train
+    num_bytes: 118484
+    num_examples: 360
+  - name: eval
+    num_bytes: 495572
+    num_examples: 1511
+  download_size: 573176
+  dataset_size: 614056
+- config_name: ru
+  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: train
+    num_bytes: 202961
+    num_examples: 360
+  - name: eval
+    num_bytes: 846720
+    num_examples: 1511
+  download_size: 1008802
+  dataset_size: 1049681
+- config_name: zh
+  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: train
+    num_bytes: 116624
+    num_examples: 360
+  - name: eval
+    num_bytes: 487501
+    num_examples: 1511
+  download_size: 563245
+  dataset_size: 604125
+- config_name: es
+  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: train
+    num_bytes: 129011
+    num_examples: 360
+  - name: eval
+    num_bytes: 538761
+    num_examples: 1511
+  download_size: 626890
+  dataset_size: 667772
+- config_name: ar
+  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: train
+    num_bytes: 171008
+    num_examples: 360
+  - name: eval
+    num_bytes: 701607
+    num_examples: 1511
+  download_size: 831735
+  dataset_size: 872615
+- config_name: hi
+  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: train
+    num_bytes: 277601
+    num_examples: 360
+  - name: eval
+    num_bytes: 1165329
+    num_examples: 1511
+  download_size: 1402058
+  dataset_size: 1442930
+- config_name: id
+  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: train
+    num_bytes: 131364
+    num_examples: 360
+  - name: eval
+    num_bytes: 549171
+    num_examples: 1511
+  download_size: 639655
+  dataset_size: 680535
+- config_name: te
+  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: train
+    num_bytes: 293917
+    num_examples: 360
+  - name: eval
+    num_bytes: 1215543
+    num_examples: 1511
+  download_size: 1468580
+  dataset_size: 1509460
+- config_name: sw
+  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: train
+    num_bytes: 127745
+    num_examples: 360
+  - name: eval
+    num_bytes: 528398
+    num_examples: 1511
+  download_size: 615263
+  dataset_size: 656143
+- config_name: eu
+  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: train
+    num_bytes: 131524
+    num_examples: 360
+  - name: eval
+    num_bytes: 540582
+    num_examples: 1511
+  download_size: 631228
+  dataset_size: 672106
+- config_name: my
+  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: train
+    num_bytes: 381092
+    num_examples: 360
+  - name: eval
+    num_bytes: 1627322
+    num_examples: 1511
+  download_size: 1967534
+  dataset_size: 2008414
+---
+
+# Dataset Card for XStoryCloze
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** [https://cs.rochester.edu/nlp/rocstories/](https://cs.rochester.edu/nlp/rocstories/)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [Few-shot Learning with Multilingual Generative Language Models](https://arxiv.org/pdf/2112.10668.pdf)
+- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Size of downloaded dataset files:** 2.03 MB
+- **Size of the generated dataset:** 2.03 MB
+- **Total amount of disk used:** 2.05 MB
+
+### Dataset Summary
+
+XStoryCloze consists of the professionally translated version of the [English StoryCloze dataset](https://cs.rochester.edu/nlp/rocstories/) (Spring 2016 version) to 10 non-English languages. This dataset is released by Meta AI.
+
+### Supported Tasks and Leaderboards
+
+commonsense reasoning
+
+### Languages
+
+en, ru, zh (Simplified), es (Latin America), ar, hi, id, te, sw, eu, my.
+
+## 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.
+```
+{'answer_right_ending': 1,
+ 'input_sentence_1': 'Rick grew up in a troubled household.',
+ 'input_sentence_2': 'He never found good support in family, and turned to gangs.',
+ 'input_sentence_3': "It wasn't long before Rick got shot in a robbery.",
+ 'input_sentence_4': 'The incident caused him to turn a new leaf.',
+ 'sentence_quiz1': 'He is happy now.',
+ 'sentence_quiz2': 'He joined a gang.',
+ 'story_id': '138d5bfb-05cc-41e3-bf2c-fa85ebad14e2'}
+```
+
+### Data Fields
+
+The data fields are the same among all splits.
+
+- `input_sentence_1`: The first statement in the story.
+- `input_sentence_2`: The second statement in the story.
+- `input_sentence_3`: The third statement in the story.
+- `input_sentence_4`: The forth statement in the story.
+- `sentence_quiz1`: first possible continuation of the story. 
+- `sentence_quiz2`: second possible continuation of the story. 
+- `answer_right_ending`: correct possible ending; either 1 or 2. 
+- `story_id`: story id. 
+
+### Data Splits
+
+This dataset is intended to be used for evaluating the zero- and few-shot learning capabilities of multlingual language models. We split the data for each language into train and test (360 vs. 1510 examples, respectively). The released data files for different languages maintain a line-by-line alignment.
+
+| name  |train |test|
+|-------|-----:|---:|
+|en|360|1510|
+|ru|360|1510|
+|zh|360|1510|
+|es|360|1510|
+|ar|360|1510|
+|hi|360|1510|
+|id|360|1510|
+|te|360|1510|
+|sw|360|1510|
+|eu|360|1510|
+|my|360|1510|
+
+## 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
+
+XStoryCloze is opensourced under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/legalcode), the same license as the original English StoryCloze.
+
+### Citation Information
+
+```
+@article{DBLP:journals/corr/abs-2112-10668,
+  author    = {Xi Victoria Lin and
+               Todor Mihaylov and
+               Mikel Artetxe and
+               Tianlu Wang and
+               Shuohui Chen and
+               Daniel Simig and
+               Myle Ott and
+               Naman Goyal and
+               Shruti Bhosale and
+               Jingfei Du and
+               Ramakanth Pasunuru and
+               Sam Shleifer and
+               Punit Singh Koura and
+               Vishrav Chaudhary and
+               Brian O'Horo and
+               Jeff Wang and
+               Luke Zettlemoyer and
+               Zornitsa Kozareva and
+               Mona T. Diab and
+               Veselin Stoyanov and
+               Xian Li},
+  title     = {Few-shot Learning with Multilingual Language Models},
+  journal   = {CoRR},
+  volume    = {abs/2112.10668},
+  year      = {2021},
+  url       = {https://arxiv.org/abs/2112.10668},
+  eprinttype = {arXiv},
+  eprint    = {2112.10668},
+  timestamp = {Tue, 04 Jan 2022 15:59:27 +0100},
+  biburl    = {https://dblp.org/rec/journals/corr/abs-2112-10668.bib},
+  bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+```
+
+
+### Contributions
+
+Thanks to [@juletx](https://github.com/juletx).