: NLP Vocabulary: random seed

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random seed

A number that is used to initialize a pseudorandom number generator, which is typically used to determine the initial state of model parameters. (Based on Bethard, We need to talk about random seeds, 2022)

All experiments were repeated ten times with varying random seeds but with the same data (subsets). (Hedderich, Adelani, Zhu, Alabi, Markus & Klakow, 2020)
Since we run each case using 5 random seeds and report the average performance the final tokens are 25990*5=129950 tokens so we need to spend $0.38985. (Yuan, Chen, Zhang & Jiang, 2024)
We ran 2 random seeds for each and report the mean. (Portelance, Frank, Jurafsky, Sordoni & Laroche, 2021)
We ran each setup 5 times with different random seeds. (Portelance, Frank, Jurafsky, Sordoni & Laroche, 2021)
We train each model 5 times with different random seed and when evaluating we sample 4 different support sets. (Chen, Lin, Han & Sun, 2021)

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