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unfair_tos

Contributor: Joel Niklaus

Source: Claudette

License: CC by 4.0

Task summary: Classify if a terms-of-service clause is unfair.

Size (samples): 3850.

Task Description

The purpose of this task is classifying clauses in Terms of Service agreements. Clauses have been annotated by into nine categories: ['Arbitration', 'Unilateral change', 'Content removal', 'Jurisdiction', 'Choice of law', 'Limitation of liability', 'Unilateral termination', 'Contract by using', 'Other']. The first eight categories correspond to clauses that would potentially be deemed potentially unfair. The last category (Other) corresponds to clauses in agreements which don't fit into these categories. A description of the precise annotation guidelines can be found in the original paper.

Task Construction

Our data is composed of clauses from the validation and test split of LexGlue version of this task. We removed all clauses for which multiple annotations were available.

Column names

  • text: a contractual clause
  • label: clause category