deep-diver/paper-reviewer

• highreadme#1

  Reposition the README's opening to clarify its application nature

  Why:

  CURRENT

  # 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.

  COPY-PASTE FIX

  Copy

  # 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.

  OpenDoneDismiss
• mediumreadme#2

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

  Why:

  COPY-PASTE FIX

  Copy

  ## 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.

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

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

  you: not recommended
  AI recommended (in order):

  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 recommended 10 alternatives but never named deep-diver/paper-reviewer. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

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

  you: not recommended
  AI recommended (in order):

  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 recommended 7 alternatives but never named deep-diver/paper-reviewer. This is the gap to close.

  Show full AI answer

• Metadata completeness

  warn

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of deep-diver/paper-reviewer?

  pass
  ⚠AI did not name deep-diver/paper-reviewer — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts deep-diver/paper-reviewer in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named deep-diver/paper-reviewer explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo deep-diver/paper-reviewer solve, and who is the primary audience?

  pass
  ✓AI named deep-diver/paper-reviewer explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?