Using regression discontinuity, the paper shows that adding a subword to a tokenizer's vocabulary can raise the model's probability for that string by up to about 17 times in small models.
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Causal Estimation of Tokenisation Bias
Using regression discontinuity, the paper shows that adding a subword to a tokenizer's vocabulary can raise the model's probability for that string by up to about 17 times in small models.