Partition, Prompt, Aggregate: Statistical Self-Consistency in Language Models

Patrik Wolf, Thomas Kleine Buening, Andreas Krause +1

In-context learning is commonly interpreted as a form of conditional inference, in which the prompt specifies a context and the model's output is treated as an estimate of the corr…