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The word "stochastic" – from the ancient Greek "stokhastikos" ('based on guesswork') – is a term from probability theory meaning "randomly determined". [6] The word "parrot" refers to parrots' ability to mimic human speech, without understanding its meaning. [6]
Born: 1973 (age 51–52) Known for: Research on the risks of large language models and ethics of NLP; coining the term 'Stochastic parrot'; research on the use of Head-driven phrase structure grammar in computational linguistics
English: The past 3 years of work in NLP have been characterized by the development and deployment of ever larger language models, especially for English. BERT, its variants, GPT-2/3, and others, most recently Switch-C, have pushed the boundaries of the possible both through architectural innovations and through sheer size.
The term stochastic process first appeared in English in a 1934 paper by Joseph L. Doob. [1] For the term and a specific mathematical definition, Doob cited another 1934 paper, where the term stochastischer Prozeß was used in German by Aleksandr Khinchin, [22] [23] though the German term had been used earlier in 1931 by Andrey Kolmogorov. [24]
If, by chance, the bird is looking away from you, then Doolittle believes that the red Cardinal has messages for you, but "you may be missing [them] by being too busy or too distracted from your ...
Gebru had coauthored a paper on the risks of large language models (LLMs) acting as stochastic parrots, and submitted it for publication. According to Jeff Dean, the paper was submitted without waiting for Google's internal review, which then concluded that it ignored too much relevant research. Google management requested that Gebru either ...
Hilarious footage has emerged of two talkative parrots engaging in a mouthful conversation. You gotta love parrots, they can be very entertaining pets, although demanding to keep. But if you love ...
Developmental noise or stochastic noise is a concept within developmental biology in which the observable characteristics or traits varies between individuals even though both individuals share the same genetic code and the other environmental factors are completely the same.