zjukg/KG-LLM-Papers

• highreadme#1

  Clarify the README's opening statement to emphasize its nature as a curated list

  原因：

  当前

  >What can LLMs do for KGs? Or, in other words, what role can KG play in the era of LLMs? 🙌 This repository collects papers integrating **knowledge graphs (KGs)** and **large language models (LLMs)**.

  复制粘贴的修复

  复制

  This repository is a **curated and regularly updated list of research papers** integrating **knowledge graphs (KGs)** and **large language models (LLMs)**. It aims to provide a comprehensive resource for researchers and practitioners exploring the intersection of these fields.

  待办完成忽略
• highhomepage#2

  Add a homepage URL to the repository's 'About' section

  原因：

  复制粘贴的修复

  复制

  https://github.com/zjukg/KG-LLM-Papers

  待办完成忽略
• mediumtopics#3

  Add more specific topics to clarify the repo's function as a research resource

  原因：

  当前

  awesome, awesome-kg, awesome-llm, awsome-list, commonsense, gpt, knowledge, knowledge-graph, language-models, large-language-models, llm, nlp, paper-list, prompt, survey

  复制粘贴的修复

  复制

  awesome, awesome-kg, awesome-llm, awsome-list, commonsense, gpt, knowledge, knowledge-graph, language-models, large-language-models, llm, nlp, paper-list, prompt, survey, research-papers, literature-review, academic-resource, scientific-literature

  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 research papers exploring the integration of knowledge graphs and large language models?

  你：未被推荐
  AI 推荐顺序：

  1. arXiv
  2. Google Scholar
  3. ACL Anthology
  4. EMNLP
  5. NAACL
  6. CoNLL
  7. Semantic Scholar
  8. DBLP Computer Science Bibliography
  9. Microsoft Academic
  10. NeurIPS
  11. ICML
  12. ICLR
  13. KDD
  14. WWW

  AI 推荐了 14 个替代方案，却始终没点名 zjukg/KG-LLM-Papers。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the recent advancements in leveraging structured knowledge for improving language model performance?

  你：未被推荐
  AI 推荐顺序：

  1. K-BERT
  2. ERNIE
  3. LUKE
  4. RAG
  5. QA-GNN
  6. Logic-LM / PAL

  AI 推荐了 6 个替代方案，却始终没点名 zjukg/KG-LLM-Papers。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 zjukg/KG-LLM-Papers?

  pass
  ⚠AI 未点名 zjukg/KG-LLM-Papers —— 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？

• If a team adopts zjukg/KG-LLM-Papers in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 zjukg/KG-LLM-Papers

  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 zjukg/KG-LLM-Papers solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 zjukg/KG-LLM-Papers

  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？