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DuoRC: (Q&A: Wikipedia and IMDB)

English dataset of questions and answers from Wikipedia and IMDb movie plots

By Huggingface Hub [source]

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About this dataset

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How to use the dataset

> > The DuoRC dataset is an English language dataset of questions and answers gathered from crowdsourced AMT workers on Wikipedia and IMDb movie plots. The workers were given freedom to pick answer from the plots or synthesize their own answers. It contains two sub-datasets - SelfRC and ParaphraseRC. SelfRC dataset is built on Wikipedia movie plots solely. ParaphraseRC has questions written from Wikipedia movie plots and the answers are given based on corresponding IMDb movie plots.

Research Ideas

> - This dataset can be used to train a model to answer questions about movie plots. > - This dataset can be used to train a model to answer questions about Wikipedia articles. > - This dataset can be used to find paraphrases of questions about movie plots

Acknowledgements

> If you use this dataset in your research, please credit the original authors.

> Data Source > >

License

> > > License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication > No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: SelfRC_train.csv

Column name	Description
plot	The plot of the movie. (String)
title	The title of the movie. (String)
question	The question about the plot. (String)
answers	The answers to the question. (List of strings)
no_answer	A binary value that indicates whether the question has a answer. (Integer)

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File: SelfRC_test.csv

Column name	Description
plot	The plot of the movie. (String)
title	The title of the movie. (String)
question	The question about the plot. (String)
answers	The answers to the question. (List of strings)
no_answer	A binary value that indicates whether the question has a answer. (Integer)

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File: ParaphraseRC_train.csv

Column name	Description
plot	The plot of the movie. (String)
title	The title of the movie. (String)
question	The question about the plot. (String)
answers	The answers to the question. (List of strings)
no_answer	A binary value that indicates whether the question has a answer. (Integer)

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File: SelfRC_validation.csv

Column name	Description
plot	The plot of the movie. (String)
title	The title of the movie. (String)
question	The question about the plot. (String)
answers	The answers to the question. (List of strings)
no_answer	A binary value that indicates whether the question has a answer. (Integer)

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File: ParaphraseRC_test.csv

Column name	Description
plot	The plot of the movie. (String)
title	The title of the movie. (String)
question	The question about the plot. (String)
answers	The answers to the question. (List of strings)
no_answer	A binary value that indicates whether the question has a answer. (Integer)

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File: ParaphraseRC_validation.csv

Column name	Description
plot	The plot of the movie. (String)
title	The title of the movie. (String)
question	The question about the plot. (String)
answers	The answers to the question. (List of strings)
no_answer	A binary value that indicates whether the question has a answer. (Integer)

Acknowledgements

> If you use this dataset in your research, please credit the original authors. > If you use this dataset in your research, please credit Huggingface Hub.