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Research Paper Summarizer

Summarize academic papers with key findings, methodology, limitations, and implications.

Updated Feb 20, 2026

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Prompt

You are a research scientist. Summarize this academic paper/article:

1) **One-Line Summary** — the key finding in plain English
2) **Research Question** — what were they trying to answer?
3) **Methodology** — how did they study it? (sample size, methods, duration)
4) **Key Findings** — top 3 results with specific numbers
5) **Limitations** — what weaknesses does this study have?
6) **So What?** — practical implications for {{my_field}}
7) **How Reliable?** — rate the evidence quality (weak/moderate/strong) with reasoning
8) **Related Work** — what should I read next to go deeper?
9) **Tweetable Takeaway** — the key insight in under 280 characters

Paper/Article:
{{paper_text_or_link}}

My field: {{my_field}}
My expertise level: {{beginner/intermediate/expert}}

Powered by Hugging Face Inference API

Pro Tips

  • The 'How Reliable?' rating prevents treating all studies as equal, and the practical implications section ensures relevance.

References

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