Compare and analyze multiple papers or documents, generate a literature review table, and identify research gaps.
Use Cases
- The user says "Help me compare these papers"
- The user needs to write a literature review
- The user wants to understand the current state of research in a certain field
Workflow
Input Methods
- User provides text: directly paste the paper abstract or full text
- User provides files: PDF/Word file paths (in conjunction with a PDF-reading Skill)
- User provides paper titles/IDs: retrieve them in conjunction with paper-search / arxiv-search
Analysis Process
输入：2-10 篇论文/文档
↓
1. 提取每篇的核心信息
- 研究问题
- 方法/技术路线
- 主要发现/结论
- 数据集/实验规模
- 局限性
↓
2. 生成对比表格
↓
3. 分析共性与差异
↓
4. 发现研究空白
↓
5. 输出综述报告
Output Formats
Comparison Table
## 文献对比
| 维度 | 论文 A | 论文 B | 论文 C |
|------|--------|--------|--------|
| 研究问题 | ... | ... | ... |
| 方法 | ... | ... | ... |
| 数据集 | ... | ... | ... |
| 主要发现 | ... | ... | ... |
| 局限性 | ... | ... | ... |
| 年份 | 2024 | 2025 | 2025 |
Review Report
## 文献综述
### 1. 研究现状
[共性总结]
### 2. 方法演进
[技术路线对比和演进关系]
### 3. 主要分歧
[不同论文的结论差异]
### 4. 研究空白
[现有研究未覆盖的领域]
### 5. 未来方向
[基于分析的研究建议]
Timeline View
## 研究时间线
2023.03 → 论文 A：首次提出 XXX 方法
2023.09 → 论文 B：在 A 基础上改进了 YYY
2024.02 → 论文 C：发现 A 和 B 的方法在 ZZZ 场景下失效
2024.11 → 论文 D：提出统一框架解决上述问题
Output Specifications
- ≤ 3 papers: directly generate a comparison table + brief analysis
- 4-10 papers: first have the user confirm the analysis dimensions, then generate
- Table column widths adapt automatically, content is concise (no more than 30 characters per cell)
- Citation format: [Author, Year] or [Paper Abbreviation]