SlowGuess/NAACL_2021_OCR huggingface dataset:
Concept-Set {bell, bike, sidewalk, ride, ring}
[GPT-2]: A man rides a bicycle down a sidewalk and rings a bell.
[UniLM]: A man rides his bike on a sidewalk and rings the bell on the sidewalk.
[BART]: A man rides his bike on the sidewalk and rings a bell.
[T5]: a ringing bell on a bicycle riding on the sidewalk
[GPT-2]: A man rides his bike down a sidewalk and rings a bell.
[UniLM]: A man rides his bike on the sidewalk and rings the bell on his bicycle.
[T5]: a man rides a bike on the sidewalk as the bell rings.
[GPT]: the child's bell rang, and the sidewalk began to fill with people riding their bikes
[GPT-2]: The child rings the bell, rides the bike, and then goes to the sidewalk.
Figure 6: Generation examples of different models in supervised and zero-shot setting with and without NEUROLOGIC DECODING, on COMMONGEN. 4299