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jphall663 authored Jun 18, 2023
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* [*DQI: Measuring Data Quality in NLP*](https://oreil.ly/aa7rv)
* [*Identifying and Overcoming Common Data Mining Mistakes*](https://oreil.ly/w19Qm)
* [PiML User Guide: Diagnostic Suite](https://selfexplainml.github.io/PiML-Toolbox/_build/html/guides/testing.html)
* [_Predicting Good Probabilities With Supervised Learning_](https://www.cs.cornell.edu/~alexn/papers/calibration.icml05.crc.rev3.pdf)
* [_Underspecification Presents Challenges for Credibility in Modern Machine Learning_](https://arxiv.org/pdf/2011.03395.pdf)

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* [Eight Principles of Responsible Machine Learning](https://ethical.institute/principles.html)
* [Principles for Accountable Algorithms and a Social Impact Statement for Algorithms](https://www.fatml.org/resources/principles-for-accountable-algorithms)
* [Responsible AI Practices](https://ai.google/responsibilities/responsible-ai-practices/)

* **Links from Lecture 6**:

* [_Predicting Good Probabilities With Supervised Learning_](https://www.cs.cornell.edu/~alexn/papers/calibration.icml05.crc.rev3.pdf)

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