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Lex
notesbylex.com
did:plc:hqp6m4ysm6fa52sz4yutt3mf
Paper finds a log-linear relationship between concept frequency (nouns like man, hat, fish, etc.) and 0-shot performance: the model needs to see exponentially more examples of a concept in training to achieve a linear performance increase.
One of my fav papers of the year.
arxiv.org/abs/2404.04125
https://arxiv.org/abs/2404.04125
2024-11-17T01:20:12.358Z