Original Note

医学同义词模型 Read Wide - Read

医学同义词模型 Read Wide

阅读目标

  • Topic: 医学同义词模型
  • Core task / problem: 医学术语标准化
  • 我这轮最想搞清楚的问题:

  • 暂时不深入的问题:

领域地图

Task / Problem

  • 这个领域想解决什么问题:
  • 输入是什么:
  • 输出是什么:
  • 真实应用场景:

Dataset / Benchmark

Dataset / Benchmark Task setting Metric Why important

常见方法分类

Method family Core idea Representative papers Limitation

SOTA / Recent Papers

Paper 1

  • Paper:
  • Link:
  • Model / method:
  • Problem:
  • Method:
  • Result:
  • To Understand:

Paper 2

  • Paper:
  • Link:
  • Model / method:
  • Problem:
  • Method:
  • Result:
  • To Understand:

Paper 3

  • Paper:
  • Link:
  • Model / method:
  • Problem:
  • Method:
  • Result:
  • To Understand:

Dataset Papers

Dataset Paper 1

  • Paper:
  • Dataset:
  • Data source / scale:
  • Task definition:
  • Metrics:
  • Why this dataset matters:
  • To Understand:

Survey Papers

Survey Paper 1

  • Paper:
  • Link:
  • Figure 1 / taxonomy:
  • Contributions:
  • Conclusions and Future Directions:
  • Open problems:

  • 反复出现的经典 paper:

  • 反复出现的 technical terms:

  • 反复出现的 dataset / metric:

  • 新方法主要在改什么:

Between Wide and Deep

One-paragraph Summary

用 4-6 句话总结这个 topic 的当前 mental model:

My Questions

Next Papers to Read Deep

Priority Paper Why read deep? Next action
High
Medium

To Understand List

Priority Item Type Why it matters Status
High term / metric / paper / method todo
Medium term / metric / paper / method todo