contract_nli_explicit_identification

Identify if the clause provides that all Confidential Information shall be expressly identified by the Disclosing Party.

Size (samples): 117

Legal reasoning type: Interpretation

Task type: Binary classification

Task description

This task is a subset of ContractNLI, and consists of determinining whether a clause from an NDA has a particular legal effect.

Task construction

This task was constructed from the ContractNLI dataset, which originally annotated clauses from NDAs based on whether they entailed, contradicted, or neglgected to mention a hypothesis. We binarized this dataset, treating contradictions and failures to mention as the negative label. We used the hypothesis provided as the prompt. Please see the original paper for more information on construction. All samples are drawn from the test set.

Citation information

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

@article{koreeda2021contractnli,
  title={ContractNLI: A dataset for document-level natural language inference for contracts},
  author={Koreeda, Yuta and Manning, Christopher D},
  journal={arXiv preprint arXiv:2110.01799},
  year={2021}
}