# zjunlp/KnowledgeEditingPapers

Must-read Papers on Knowledge Editing for Large Language Models.

Repository: https://github.com/zjunlp/KnowledgeEditingPapers
Canonical: https://ross.abutalabs.com/products/knowledgeeditingpapers
License: MIT
License Family: permissive
Topics: paper-list, pre-trained-language-models, pre-trained-model, knowledge-editing, model-editing, large-language-models, awsome-list, foundation-models, natural-language-processing, review, survey, rome, easyedit, knowlm, paper
Last push: 2026-08-20T02:27:04+00:00

## Health v2 (maintenance only)
Score: 76/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 98, release rhythm 35, longevity 97
- inputs: {"age_days": 1366, "days_push": 14, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1247, forks 78 (observed 2026-08-28T04:04:07.313230+00:00)

## What it is
A curated awesome-list of must-read research papers on knowledge editing for large language models, maintained by the zjunlp research group. It also collects tutorial slides and survey materials on knowledge mechanisms, fusion, and editing.

## Use cases
- find papers on knowledge editing for LLMs
- get started researching model editing methods like ROME
- find survey and tutorial materials on LLM knowledge mechanisms
- build a literature review for a paper on editing pretrained language models
- track new publications on lifelong model editing

## When to choose
- you are a researcher or student surveying knowledge/model editing literature
- you want a curated, categorized reading list with tutorial slides

## When to avoid
- you want production software rather than a paper collection
- you need exhaustive coverage of all NLP topics

## Facets
- artifact type: learning-resource
- maturity: active
- function: documentation, nlp
- domain: large-language-models, tutorials, awesome-lists
- platform: -
- tags: awesome-list, knowledge-editing, model-editing, paper-list, survey, llm, natural-language-processing

## Member repositories
- zjunlp/KnowledgeEditingPapers (main) score 76

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:07.313230+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T05:07:59.932225+00:00, confidence not recorded.
  - readme: https://github.com/zjunlp/KnowledgeEditingPapers (fetched 2026-08-28T04:04:07.313230+00:00, sha ccac8184173e)
- Data as of 2026-08-30T08:39:29.467469+00:00.