data quality

Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
5 minute lightening talk to research into how to collect annotations for NLP models
Aug 22, 2023 6:30 PM Arlington, VA
Stephanie Eckman
Project Slides Video
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
Improving Label Collection Through Social Science Insights
As many in the AI field transition from a model-centric to a data-centric approach, the quality of training data is receiving increased …
May 11, 2022 8:30 AM
Stephanie Eckman
Project Slides Video stephnie
Improving Label Collection Through Social Science Insights
Using Passive Data to Supplement or Replace Survey Data
Dec 1, 2021 10:00 AM
Stephanie Eckman
Project Slides stephnie
Using Passive Data to Supplement or Replace Survey Data
Data Quality in Data Science
Data scientists are increasingly turning their attention to the collection of high quality training data. Those of us with expertise in data collection can apply lessons in web survey design to them.
Aug 5, 2021 10:00 AM
Stephanie Eckman
Project Slides Video stephnie
Data Quality in Data Science