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Semantic Chunking and the Entropy of Natural Language

Zhong, Weishun et al.
arXiv (All) · Papers
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computation-and-languagedisordered-systems-and-neural-networksstatistical-mechanics
Humans and large language models can predict next letter or word from its prior context much better than random guessing, indicating strong redundancy of language viewed as a stochastic process. Quantitatively this redundancy was estimated by Shannon to be around 80\%, which means that every letter
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