Paper Abstract Summarizer

Use when user provides a paper abstract (text, PDF, or URL) and wants a structured summary, translation, or critical analysis.

Trigger phrases

• "总结这篇论文" / "summarize this paper"
• "帮我看看这篇摘要" / "extract abstract"
• "论文翻译" / "translate this abstract"
• "分析这篇论文" / "analyze this paper"

Workflow

1. Input handling

• Text: Read abstract directly from user message.
• PDF/ArXiv URL: Use web_fetch to get the abstract page; if PDF, use exec with pdftotext or Python pdfminer to extract the first page (where abstract usually lives).
• DOI: Fetch from doi.org → redirect to publisher page.

2. Structured extraction

Extract these fields from the abstract:

3. Output format

Present in this structured Markdown:

## 📄 论文摘要总结

**标题：** [Title]
**作者：** [Authors]
**出处：** [Venue]

### 🎯 研究问题
[concise summary]

### 🔬 方法
[methodology summary]

### 📊 核心发现
- Finding 1 (with numbers if available)
- Finding 2
- ...

### 💡 结论与局限
[conclusions and limitations]

4. Optional post-processing

• 中文翻译: If user asks in Chinese or requests translation, add a ### 🌐 中文概要 section with a fluent Chinese summary.
• 批判性分析: If user asks "评价"/"analyze critically", add a ### ⚖️ 简评 section:
• Strengths of the approach
• Potential weaknesses / biases
• Relevance to AI/ML field

Hard constraints

• Never fabricate results, metrics, or citations. If the abstract doesn't contain certain info, mark as N/A.
• If the paper content cannot be accessed (paywall, broken link), say so clearly — do not guess the content.
• For Chinese users, default to bilingual output (English structured fields + Chinese summary).

Reference

• Common paper databases: arXiv, Semantic Scholar, Google Scholar, DBLP
• DOI resolution: https://doi.org/{doi}