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ContractNLI dataset and benchmarks · SOTA2 Research

Research Datasets

ContractNLI

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Legal Contract Revision

ContractNLI

87.03CQ

25

Natural Language Inference

ContractNLI re-annotated (test)

83Accuracy

20

ContractNLI

79.9Performance

18

Natural Language Inference

ContractNLI

84.5Macro-F1

8

Contract Understanding

ContractNLI

4.04Expected Calibration Error (ECE)

6

Explanation Generation

ContractNLI

57.8NLI Score

5

Text Classification

ContractNLI

84.9mF1

5

Natural Language Inference

ContractNLI SCROLLS (test)

59.38Exact Match (EM)

3

Popular tasks

Natural Language Inference Text Classification Explanation Generation Legal Contract Revision Contract Understanding

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