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Compare and analyze multiple academic papers or documents. Generate literature review tables, identify research gaps, and summarize key findings.
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Based on SOC occupation classification
| name | literature-reviewer |
| description | Compare and analyze multiple academic papers or documents. Generate literature review tables, identify research gaps, and summarize key findings. |
| metadata | {"xiaodazi":{"dependency_level":"builtin","os":["common"],"backend_type":"local","user_facing":true}} |
对比分析多篇论文或文档，生成文献综述表格，发现研究空白。
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
## 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 |
## 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]
## 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
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