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Handling Label Errors in Text Classification Datasets

Handling Label Errors in Text Classification Datasets

05/10/2022

Learn how to find label issues in text datasets and improve NLP models.

  • Wei Jing LokWei Jing Lok
  • Jonas MuellerJonas Mueller
Finding Label Issues in Audio Classification Datasets

Finding Label Issues in Audio Classification Datasets

04/27/2022

Learn how to find label issues in any audio classification dataset.

  • Johnson KuanJohnson Kuan
  • Jonas MuellerJonas Mueller
  • Anish AthalyeAnish Athalye
cleanlab 2.0: Automatically Find Errors in ML Datasets

cleanlab 2.0: Automatically Find Errors in ML Datasets

04/21/2022

Announcing cleanlab 2.0: an open-source framework for machine learning and analytics with messy, real-world data.

  • Curtis NorthcuttCurtis Northcutt
  • Jonas MuellerJonas Mueller
  • Anish AthalyeAnish Athalye
Cleanlab: The History, Present, and Future

Cleanlab: The History, Present, and Future

04/01/2022

How an MIT grad student project became a company with tech used by Google, Amazon, Tesla, Uber, Facebook, and companies around the world.

  • Curtis NorthcuttCurtis Northcutt