opp115_first_party_collection_use

Given a clause from a privacy policy, classify if the clause describes how and why a service provider collects user information.

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Source: OPP-115

License: Creative Commons Attribution-NonCommercial License

Size (samples): 2094

Legal reasoning type: Interpretation

Task type: Binary classification

Task description

This is a binary classification task in which the LLM must answer the following annotation intent for clauses in privacy policies.

Does the clause describe how and why a service provider collects user information?

Task construction

This task was constructed from the OPP-115 dataset. Please see the original paper for more details on construction. This dataset is class balanced.

Citation information

If you use this dataset, we ask that you also cite to the source of the data as well.

@inproceedings{wilson2016creation,
  title={The creation and analysis of a website privacy policy corpus},
  author={Wilson, Shomir and Schaub, Florian and Dara, Aswarth Abhilash and Liu, Frederick and Cherivirala, Sushain and Leon, Pedro Giovanni and Andersen, Mads Schaarup and Zimmeck, Sebastian and Sathyendra, Kanthashree Mysore and Russell, N Cameron and others},
  booktitle={Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  pages={1330--1340},
  year={2016}
}