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license: apache-2.0

Datasets structure.

Attributes:

  • data: text
  • labels: class (str)
  • domain: parent class (str) - This attribute signifies the parent class in the hierarchy and may be absent in some datasets.
  • generalisation: type of OOD

Splits:

  • Train:
    • ID: Clinc150
    • near-OOD: Clinc150
    • far-OOD: Yelp
  • Validation:
    • ID: Clinc150
    • near-OOD: Clinc150
    • far-OOD: SST2
  • Test:
    • ID: Clinc150
    • near-OOD: Clinc150
    • far-OOD: NewCategoryV3
    • cov-shift: ROSTD+