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Anastassia Kornilova

Machine Learning Engineer
,
Snorkel AI

The latest from Anastassia

Adapting language-based models beyond English
Blog
Adapting language-based models beyond English

While a majority of Natural Language Processing (NLP) models focus on English, the real world requires solutions that work with languages across the globe. This demo shows how effectively users can build cross-language models in Snorkel Flow.

Jan 12, 2023
Learn more about Adapting language-based models beyond English
Data annotation guidelines and best practices
Blog
Data annotation guidelines and best practices

What is data annotation? Data annotation refers to the process of categorizing and labeling data for training datasets. This process plays a critical role in preparing data for machine learning models, as high-quality training data enables more accurate predictions and insights. In order for a training dataset to be usable, it must be categorized appropriately and annotated for a specific…

Jun 28, 2022
Learn more about Data annotation guidelines and best practices

For models that need to be right. Not just good enough.