JAXON, INC.
Summary
machine learning, artificial intelligence, data labeling, ml, ai, data label, label, labeling, nlp, natural language processing, weak supervision, semi-supervised learning, autonomous
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Description
Artificial Intelligence (AI) is currently powered by armies of humans. Machines cannot ‘read’ natural language like humans do and require labeled data to ‘learn’. Massive efforts are underway to manually label data; typically millions of ‘examples’ are needed to train deep learning models. It is the biggest bottleneck in AI today. Jaxon uses a small number of pre-labeled examples for ground truth, incorporates knowledge from large unsupervised corpora, and autonomously produces full-scale training sets. As a self-adjusting solution, Jaxon assembles and parameterizes its data processing pipelines to fit specific datasets and use cases.
