SlowGuess/NeurIPS_2023_OCR huggingface dataset:
Table 17: Text samples with label errors detected by our algorithm on the SST2 dataset. Below the text with label error, we present two text samples with conflicting relations and denote the corresponding relation value in parenthesis.
Text	Label
a damn fine and a truly distinctive and a deeply pertinent film	Negative
- a breathtakingly assured and stylish work	Positive (-0.980)
- a winning and wildly fascinating work	Positive (-0.978)
fails to have a heart, mind or humor of its own	Positive
- failing to find a spark of its own	Negative (-0.970)
- this movie's lack of ideas	Negative (-0.958)
a ploddingly melodramatic structure	Positive
- plodding action sequences	Negative (-0.959)
- plodding picture	Negative (-0.957)
is somewhat problematic	Positive
- the more problematic aspects	Negative (-0.945)
- the problematic script	Negative (-0.930)
a bittersweet contemporary comedy	Negative
- bittersweet film	Positive (-0.940)
- of bittersweet camaraderie and history	Positive (-0.921)
Table 18: Outlier text samples detected by our algorithm on the SST2 dataset.
Text	Label
the battle	Negative
give a backbone to the company	Positive
leather pants	Positive
the israeli/palestinian conflict as	Negative
the story relevant in the first place	Positive
from a television monitor	Positive
loud, bang-the-drum	Positive
a movie instead of an endless trailer	Negative
a doctor's office, emergency room, hospital bed or insurance company office	Positive
this is more appetizing than a side dish of asparagus	Negative