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Kern AI
Content about data-centric AI, especially NLP
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We’re open-source! The data-centric sibling of VS Code
We’re open-source! The data-centric sibling of VS Code
Hello, open-source world!
Anton
Jul 26, 2022
10x your active learning via active transfer learning in NLP
10x your active learning via active transfer learning in NLP
Active learning is an excellent concept: you train a model as you label the data for it. This way, you can automatically label records of…
Shamanth Shetty
Jul 8, 2022
How Kern differentiates from existing labeling environments
How Kern differentiates from existing labeling environments
If VS code had a data-centric sibling, what would it look like?
Shamanth Shetty
Jul 4, 2022
How to engineer prompts for Zero-Shot modules
How to engineer prompts for Zero-Shot modules
Zero-shot inference is really something that can blow your mind. Using large-scale pre-trained language models, you can make surprisingly…
Shamanth Shetty
Jun 29, 2022
6 (+1) types of heuristics to automate your labeling process
6 (+1) types of heuristics to automate your labeling process
There are more ways to automate data labeling than just plain labeling functions. In this post, we will be showing you the different…
Shamanth Shetty
Jun 27, 2022
Automated and denoised labels for NLP with weak supervision
Automated and denoised labels for NLP with weak supervision
Weak Supervision is a technique that enables Data Scientists to create large-scale, denoised labels for training data using heuristics.
Shamanth Shetty
Jun 23, 2022
Getting started with Auto-ML docker
Getting started with Auto-ML docker
An easy-to-use automated machine learning tool to build containerized natural language classifiers quickly.
Shamanth Shetty
Jun 23, 2022
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