dqxiu/ICL_PaperList

• hightopics#1

  Add relevant topics to the repository

  原因：

  复制粘贴的修复

  复制

  in-context-learning, icl, paper-list, research-papers, llm, large-language-models, nlp, awesome-list, survey

  待办完成忽略
• highlicense#2

  Add a LICENSE file to the repository

  原因：

  复制粘贴的修复

  复制

  Create a `LICENSE` file in the repository root with the text of the MIT License.

  待办完成忽略
• mediumhomepage#3

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

  原因：

  复制粘贴的修复

  复制

  Add a relevant external link (e.g., a project page or related publication) to the repository's homepage field in the 'About' section.

  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 list of research papers on in-context learning?

  你：未被推荐
  AI 推荐顺序：

  1. Google Scholar
  2. arXiv.org
  3. Semantic Scholar
  4. Papers With Code
  5. Distill.pub
  6. OpenAI
  7. Google AI
  8. DeepMind
  9. GitHub

  AI 推荐了 9 个替代方案，却始终没点名 dqxiu/ICL_PaperList。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are the latest academic resources explaining in-context learning mechanisms and applications?

  你：未被推荐
  AI 推荐顺序：

  1. In-Context Learning for Large Language Models: A Survey by Dong et al. (2023)
  2. What Can Large Language Models Do in Tree-of-Thought? A Study on Solving Knowledge-Intensive Problems by Yao et al. (2023)
  3. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? by Min et al. (2022)
  4. Emergent Abilities of Large Language Models by Wei et al. (2022)
  5. In-Context Learning and Induction Heads by Olsson et al. (2022)
  6. A Survey of Large Language Models by Zhao et al. (2023)
  7. Chain-of-Thought Prompting Elicits Reasoning in Large Language Models by Wei et al. (2022)

  AI 推荐了 7 个替代方案，却始终没点名 dqxiu/ICL_PaperList。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  fail

  建议：

• README presence

  pass

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

  pass
  ⚠AI 未点名 dqxiu/ICL_PaperList —— 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 dqxiu/ICL_PaperList in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 dqxiu/ICL_PaperList

  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 dqxiu/ICL_PaperList solve, and who is the primary audience?

  pass
  ⚠AI 未点名 dqxiu/ICL_PaperList —— 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？