What Happens When Language Models Say 'Nothing'?
SMRTR summary
A new congruence is defined to handle null next-symbol probabilities when constraining language model outputs. An efficient algorithm is developed to learn the quotient probabilistic deterministic finite automata (PDFA) with respect to this congruence, enabling analysis of large language models' statistical properties.
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