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--- |
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dataset_info: |
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features: |
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- name: title |
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dtype: string |
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- name: sentences |
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sequence: string |
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- name: shuffled_sentences |
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sequence: string |
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- name: gold_order |
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sequence: int64 |
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splits: |
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- name: train |
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num_bytes: 54656181 |
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num_examples: 98161 |
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download_size: 32722430 |
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dataset_size: 54656181 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Dataset Card for Dataset Name |
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<!-- Provide a quick summary of the dataset. --> |
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This dataset is a merged version of the Spring 2016 and Winter 2017 versions of the [ROCStories]() Dataset. |
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## Dataset Details |
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### Dataset Description |
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<!-- Provide a longer summary of what this dataset is. --> |
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- **Curated by:** Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James Allen |
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- **Language(s) (NLP):** English |
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### Dataset Sources [optional] |
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<!-- Provide the basic links for the dataset. --> |
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- **Paper:** [A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories](https://arxiv.org/abs/1604.01696) |
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## Uses |
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<!-- Address questions around how the dataset is intended to be used. --> |
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Sentences Ordering, Sentence Comprehension, Evaluation of Language Models on Sentence Ordering. |
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### Direct Use |
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<!-- This section describes suitable use cases for the dataset. --> |
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Used as the dataset for the project [llm-sentence-ordering](https://github.com/ShawonAshraf/llm-sentence-ordering). |
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## Dataset Structure |
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<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> |
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The dataset contains 98161 stories, each containing 5 sentences. Each instance or story includes a title, the original and the shuffled order of the sentences and a list of integers as gold order for evaluating prediction from a model. |
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## Citation [optional] |
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<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
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**BibTeX:** |
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@misc{mostafazadeh2016corpus, |
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title={A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories}, |
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author={Nasrin Mostafazadeh and Nathanael Chambers and Xiaodong He and Devi Parikh and Dhruv Batra and Lucy Vanderwende and Pushmeet Kohli and James Allen}, |
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year={2016}, |
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eprint={1604.01696}, |
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archivePrefix={arXiv}, |
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primaryClass={id='cs.CL' full_name='Computation and Language' is_active=True alt_name='cmp-lg' in_archive='cs' is_general=False description='Covers natural language processing. Roughly includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area.'} |
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} |
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## Dataset Card Authors |
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Shawon Ashraf |
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