AWhat changed
Adapts integrated gradients to intermediate FFN neurons, filters candidate neurons across diverse factual prompts, and investigates activation changes and targeted factual edits in a pretrained transformer.
Scientific scope
Adapts integrated gradients to intermediate FFN neurons, filters candidate neurons across diverse factual prompts, and investigates activation changes and targeted factual edits in a pretrained transformer. Inherits integrated gradients and FFN-memory hypotheses. Evidence is primarily BERT-base-cased with chosen prompt and attribution thresholds; correlated or intervenable neurons are not a unique complete physical store of every fact. First-author star denotes Microsoft internship, not equal contribution.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits integrated gradients and FFN-memory hypotheses. Evidence is primarily BERT-base-cased with chosen prompt and attribution thresholds; correlated or intervenable neurons are not a unique complete physical store of every fact. First-author star denotes Microsoft internship, not equal contribution.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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