Published March 12, 2022 | Version 0.2
Dataset Open

MOBO: The MOvie and BOok reviews dataset

Authors/Creators

  • 1. University of Warwick
  • 2. He

Contributors

  • 1. University of Warwick

Description

The MOBO dataset.

The MOvie and BOok reviews dataset is a collection made up of movie and book reviews, paired with their related plots.
The reviews come from different publicly available datasets: the Stanford's IMDB movie reviews [1], the GoodReads [2] and the Amazon reviews dataset [3]. With the help of 15 annotators, we further labeled more than 18,000 reviews' sentences (~6000 per corpus), marking the sentence polarity (Positive, Negative), or whether a sentence describes its corresponding movie/book Plot, or none of the above (None). In the dataset folder, we have shared an excerpt of the annotated sentences for each dataset.

Files

MOBO Dataset.zip

Files (1.8 MB)

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Additional details

Funding

UK Research and Innovation
Turing AI Fellowship: Event-Centric Framework for Natural Language Understanding EP/V020579/1
UK Research and Innovation
Learning from COVID-19: An AI-enabled evidence-driven framework for claim veracity assessment during pandemics EP/V048597/1
UK Research and Innovation
Twenty20Insight EP/T017112/1

References

  • A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews (Pergola et al., NAACL 2021)