Construct · 1 fields · 1 citations

emergence mirage hypothesis: a standalone construct

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Machine learning

the claim that sudden jumps in language model abilities with scale arise from discontinuous metrics, and vanish when smoother metrics are used.

In machine learning, emergence mirage hypothesis refers to the claim that sudden jumps in language model abilities with scale arise from discontinuous metrics, and vanish when smoother metrics are used. This meaning comes from Schaeffer (2023) in arXiv.[1]

Unit
Recovery means
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Nearby constructs

emergence5 fields · 12 citationsjingle · one word, five constructs hypothesis2 fields · 2 citationsjingle · one word, two constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Schaeffer, R., Miranda, B., & Koyejo, S. (2023). Are Emergent Abilities of Large Language Models a Mirage? arXiv. https://doi.org/10.48550/arxiv.2304.15004

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