Transformers can learn to select the correct lag of an interleaved Markov chain in context via a circuit the authors call a selective induction head, whose asymptotic optimality proof is incomplete.
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Selective Induction Heads: How Transformers Select Causal Structures In Context
Transformers can learn to select the correct lag of an interleaved Markov chain in context via a circuit the authors call a selective induction head, whose asymptotic optimality proof is incomplete.