deep-diver/paper-reviewer

• highreadme#1

  Reposition the README's opening to clarify its application nature

  原因：

  当前

  # Paper Reviewer
  
  https://github.com/user-attachments/assets/4ee19af5-107e-4ae7-95fe-67f6227eb5b0
  
  Generate a comprehensive review of papers from arXiv and OpenReview, then turn it into a blog post. That is the goal of this project, and it comes with a set of tools to accomplish that. If you are curious how to build your own paper reviewing blog, check out AI Paper Reviewer which is powered by this project to auto-generate blog posts on the Hugging Face Daily Papers. The video above is the demo of it. As of Dec. 2024, this project also powers AI Paper Reviewer for NeurIPS 2024 web page.

  复制粘贴的修复

  复制

  # Paper Reviewer: AI-Powered Academic Paper Review & Blog Post Generator
  
  This project provides a complete application to automatically generate comprehensive reviews and blog posts from arXiv and OpenReview papers. It powers the Hugging Face Daily Papers website and the AI Paper Reviewer for NeurIPS 2024, demonstrating its capability to automate academic content creation.

  待办完成忽略
• mediumreadme#2

  Add a 'What it is (and isn't)' section to clarify scope

  原因：

  复制粘贴的修复

  复制

  ## What Paper Reviewer is (and isn't)
  
  Paper Reviewer is a complete application designed to automate the process of generating academic paper reviews and converting them into blog posts. It is built using LLMs but is not a generic LLM framework like LangChain or LlamaIndex, nor is it a general-purpose document parser. Instead, it offers a focused solution for researchers and content creators to streamline their academic content workflow.

  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

  How can I automate generating AI-powered reviews and blog posts from academic papers?

  你：未被推荐
  AI 推荐顺序：

  1. Grobid
  2. LangChain
  3. LlamaIndex
  4. OpenAI API
  5. Anthropic Claude
  6. Hugging Face Transformers
  7. SpaCy
  8. NLTK
  9. Streamlit
  10. Gradio

  AI 推荐了 10 个替代方案，却始终没点名 deep-diver/paper-reviewer。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for a tool to convert arXiv research papers into structured blog post summaries.

  你：未被推荐
  AI 推荐顺序：

  1. ChatGPT
  2. Parsr (axa-group/Parsr)
  3. Haystack (deepset-ai/haystack)
  4. PyMuPDF (pymupdf/PyMuPDF)
  5. Semantic Scholar API
  6. Hugging Face Transformers (huggingface/transformers)
  7. Doccano (doccano/doccano)

  AI 推荐了 7 个替代方案，却始终没点名 deep-diver/paper-reviewer。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 deep-diver/paper-reviewer?

  pass
  ⚠AI 未点名 deep-diver/paper-reviewer —— 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 deep-diver/paper-reviewer in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 deep-diver/paper-reviewer

  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 deep-diver/paper-reviewer solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 deep-diver/paper-reviewer

  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？