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Added a new list about surveys and perspective papers #71

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Create surveys_perspectives.md
daochenzha Mar 24, 2023
7826a83
Update README.md
daochenzha Mar 24, 2023
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12 changes: 6 additions & 6 deletions awesome-lists/README.md
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Expand Up @@ -4,10 +4,10 @@ We want to gather interesting lists of resources and content that are related to

## Table of Contents

1. [Surveys/Perspectives](surveys_perspectives.md)
2. [Workshops](workshops.md)
3. [Courses](courses.md) (Under Construction)
4. [Startups](startups.md) (Under Construction)
5. [Tools](tools.md) (Under Construction)

1. [Workshops](workshops.md)
2. [Courses](courses.md) (Under Construction)
3. [Startups](startups.md) (Under Construction)
4. [Tools](tools.md) (Under Construction)

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15 changes: 15 additions & 0 deletions awesome-lists/surveys_perspectives.md
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<h1 id="surveys_perspectives">Surveys/Perspectives</h1>


## 2023
- [Data-centric Artificial Intelligence: A Survey](https://arxiv.org/abs/2303.10158)
- [Data-centric AI: Perspectives and Challenges](https://arxiv.org/abs/2301.04819), SDM

## 2022
- [The Principles of Data-Centric AI (DCAI)](https://arxiv.org/abs/2211.14611)
- [Data-centric Artificial Intelligence](https://arxiv.org/abs/2212.11854)

## 2021

- [What can data-centric ai learn from data and ml engineering?](https://arxiv.org/abs/2112.06439)
- [Data-centric ai requires rethinking data notion](https://arxiv.org/abs/2110.02491)