Methods › General › Information Retrieval Methods › SERAC
Semi-Parametric Editing with a Retrieval-Augmented Counterfac- tual Model
SERAC
Introduced by Eric Mitchell et al. in Memory-Based Model Editing at Scale
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
4 shown of 4, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark 12 Mar 2024 · 1 repository · arXiv:2403.07350Syntology ran 20 of 25 samples · 5 unverified
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Potential and Challenges of Model Editing for Social Debiasing 21 Feb 2024 · 0 repositories · arXiv:2402.13462
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A Comprehensive Study of Knowledge Editing for Large Language Models 2 Jan 2024 · 2 repositories · arXiv:2401.01286
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Memory-Based Model Editing at Scale 13 Jun 2022 · 1 repository · arXiv:2206.06520Syntology ran 6 of 14 samples · 8 unverified
Tasks archive 2025-07-28
11 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Model Editing | 3 |
| Language Modeling | 2 |
| Language Modelling | 2 |
| knowledge editing | 2 |
| Dialogue Generation | 1 |
| Fact Checking | 1 |
| Multi-modal Knowledge Graph | 1 |
| Question Answering | 1 |
| Retrieval | 1 |
| counterfactual | 1 |
| model | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections