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In-Context Learning Amplifies a Latent Symbolic Circuit

Wessel, Melissa
arXiv (All) · Papers
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computation-and-language
Large language models can learn abstract rules from just a few in-context examples, but how their internal mechanisms activate as examples accumulate is not well understood. We trace a three-stage symbolic reasoning circuit (abstraction, induction, retrieval) across shot counts in three model famili
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