Statistics

Typo (Word-level)

BENIGN

• Sentence: The primitive force of this film seems to
  bubble
  up from the vast collective memory of the combatants.
• Label:
  Positive

ADVERSARIAL

• Sentence: The primitive force of this film seems to
  bybble
  up from the vast collective memory of the combatants.
• Model prediction:
  Negative

Context-aware (Word-level)

BENIGN

• Sentence: In execution, this clever idea is far
  less
  funny than the original, killers from space.
• Label:
  Negative

ADVERSARIAL

• Sentence: In execution, this clever idea is far
  smaller
  funny than the original, killers from space.
• Model prediction:
  Positive

CheckList (Human-crafted)

BENIGN

• Sentence: I think this movie is perfect, but I used to think it was annoying.
• Label:
  Positive
• Model prediction:
  Negative