Feb 1, 2022 · Locally typical sampling offers competitive performance (in both abstractive summarization and story generation) in terms of quality while consistently ...
A simple and efficient procedure for enforcing this criterion when generating from probabilistic models, which we call locally typical sampling.
Jan 12, 2023 · Locally typical sampling offers competitive performance (in both abstractive summarization and story generation) in terms of quality while consistently ...
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Jul 18, 2023 · typical_p (float, optional, defaults to 1.0) — Local typicality measures how similar the conditional probability of predicting a target token ...
Jan 25, 2023 · Automatic and human evaluations show that, in comparison to nucleus and top-k sampling, locally typical sampling offers competitive performance ...
Dec 26, 2023 · Method · in each time t, calculate the entropy of the predicted distribution · add the word to the local typical set in decreasing order based ...
We then propose a simple and efficient procedure for enforcing this criterion when generating from probabilistic models, which we call locally typical sampling.
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Jun 3, 2023 · By using locally typical sampling, n-gram Markov models can produce more diverse and representative text, as it incorporates both the likelihood ...
Oct 21, 2023 · Hello. First of all, thank you for your wonderful work. I was curious if adding locally typical sampling was on the roadmap.