What is recorded here?
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.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
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.
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People and systems
Damai Dai; Li Dong; Yaru Hao; Zhifang Sui; Furu Wei
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.
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English catalogue narrative
Knowledge Neurons: activation attribution and prompt-consistency refinement
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
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.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Damai Dai; Li Dong; Yaru Hao; Zhifang Sui; Furu Wei
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.