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Zipf's law

Zipf's law

Mar 27, 20261 min read

The frequency of a word is inversely proportional to its rank in a frequency table: the k-th most common word appears ∝1/k times. A power law distribution over discrete items.
Empirically observed across natural languages, city sizes, website traffic, and many other domains.

G. K. Zipf, Human Behavior and the Principle of Least Effort (1949)


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  • Learning to See by Looking at Noise
  • Training Language Models via Neural Cellular Automata

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