zjunlp/KnowledgeEditingPapers

• highreadme#1

  Reposition the README's opening sentence to emphasize 'curated list' and 'surveys'

  原因：

  当前

  Must-read papers on knowledge editing for large language models.

  复制粘贴的修复

  复制

  A curated and comprehensive list of must-read papers and surveys on knowledge editing for large language models.

  待办完成忽略
• mediumabout#2

  Add a homepage URL to the repository's About section

  原因：

  复制粘贴的修复

  复制

  Add the official project or organization homepage URL here.

  待办完成忽略
• lowtopics#3

  Add more specific 'survey' and 'review' related topics

  原因：

  当前

  awsome-list, easyedit, foundation-models, knowledge-editing, knowlm, large-language-models, model-editing, natural-language-processing, paper, paper-list, pre-trained-language-models, pre-trained-model, review, rome, survey

  复制粘贴的修复

  复制

  awsome-list, easyedit, foundation-models, knowledge-editing, knowlm, large-language-models, literature-review, model-editing, natural-language-processing, paper, paper-list, pre-trained-language-models, pre-trained-model, research-survey, review, rome, survey

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Where can I find a comprehensive survey of recent research on updating factual knowledge in LLMs?

  你：未被推荐
  AI 推荐顺序：

  1. arXiv.org
  2. Google Scholar
  3. Papers With Code
  4. ACL Anthology
  5. EMNLP
  6. NAACL Proceedings
  7. Distill.pub
  8. Towards Data Science

  AI 推荐了 8 个替代方案，却始终没点名 zjunlp/KnowledgeEditingPapers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the best techniques for effectively editing knowledge within pre-trained language models?

  你：未被推荐
  AI 推荐顺序：

  1. ROME
  2. MEND
  3. SERAC
  4. LoRA
  5. Retrieval-Augmented Generation (RAG)
  6. FAISS
  7. Pinecone
  8. In-Context Learning (Prompt Engineering)

  AI 推荐了 8 个替代方案，却始终没点名 zjunlp/KnowledgeEditingPapers。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of zjunlp/KnowledgeEditingPapers?

  pass
  ✓AI 明确点名了 zjunlp/KnowledgeEditingPapers

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts zjunlp/KnowledgeEditingPapers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 zjunlp/KnowledgeEditingPapers

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo zjunlp/KnowledgeEditingPapers solve, and who is the primary audience?

  pass
  ⚠AI 未点名 zjunlp/KnowledgeEditingPapers —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？