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In 2019, Ari Holtzman et al. revealed in the paper 'The Curious Case of Neural Text Degeneration' that deterministic decoding strategies such as greedy search and beam search frequently produce degenerate outputs; this paper gave rise to the nucleus sampling (top-p sampling) method.
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