Construct · 1 fields · 1 citations

stochastic parrots: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed
stochasticparrots1 CONSTRUCTStochastic parrotsBENDER · NATURAL LANGUAGE

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Natural language processing

the critique that large language models stitch together linguistic forms from training data without reference to meaning, carrying risks of harm and bias.

In natural language processing, stochastic parrots refers to the critique that large language models stitch together linguistic forms from training data without reference to meaning, carrying risks of harm and bias. This meaning comes from Bender (2021) in Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency.[1]

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Nearby constructs

accountability2 fields · 2 citationsjingle · one word, two constructsbias6 fields · 8 citationsjingle · one name, six constructsfairness4 fields · 4 citationsjingle · one word, four constructs

References

  1. Bender, E. M., Gebru, T., McMillan-Major, A., & Shmitchell, S. (2021). On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜. Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. https://doi.org/10.1145/3442188.3445922

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