2005, Measurement, Statistics and Testing

Measuring Validity and Reliability of Human Ratings

The Unofficial Google Data Science Blog

JULY 18, 2023

E ven after we account for disagreement, human ratings may not measure exactly what we want to measure. Researchers and practitioners have been using human-labeled data for many years, trying to understand all sorts of abstract concepts that we could not measure otherwise. That’s the focus of this blog post.

Measurement

Measurement Metrics Uncertainty Slice and Dice

Building a Named Entity Recognition model using a BiLSTM-CRF network

Domino Data Lab

JULY 1, 2021

statistical model-based techniques – Using Machine Learning we can streamline and simplify the process of building NER models, because this approach does not need a predefined exhaustive set of naming rules. The process of statistical learning can automatically extract said rules from a training dataset. The CRF model.

Modeling

Modeling Statistics Testing Metrics

Data Leaders Brief

Measuring Validity and Reliability of Human Ratings

Building a Named Entity Recognition model using a BiLSTM-CRF network

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