Transformer circuits show free evolution during SFT, rendering static mechanistic localization inadequate for future parameter updates due to inherent temporal latency.
Manning, Andrew Ng, and Christopher Potts
2 Pith papers cite this work. Polarity classification is still indexing.
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CS conferences should require nonrepudiable experimental results via signed attestations that prevent authors from later altering or denying reported numbers.
citing papers explorer
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Navigating by Old Maps: The Pitfalls of Static Mechanistic Localization in LLM Post-Training
Transformer circuits show free evolution during SFT, rendering static mechanistic localization inadequate for future parameter updates due to inherent temporal latency.
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Computer Science Conferences Should Require Nonrepudiable Experimental Results
CS conferences should require nonrepudiable experimental results via signed attestations that prevent authors from later altering or denying reported numbers.