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UBIAI vs FastText: What are the differences?
What is UBIAI? An easy-to-use text annotation tool for NLP applications. It is an efficient and easy-to-use text annotation tool for Natural Language Processing (NLP) applications. With this, you can train an NLP model in few hours by collaborating with team members and using the machine learning auto-annotation feature.
What is FastText? Library for efficient text classification and representation learning. It is an open-source, free, lightweight library that allows users to learn text representations and text classifiers. It works on standard, generic hardware. Models can later be reduced in size to even fit on mobile devices.
UBIAI can be classified as a tool in the "Data Labeling as a Service" category, while FastText is grouped under "NLP / Sentiment Analysis".
FastText is an open source tool with 21.6K GitHub stars and 4.18K GitHub forks. Here's a link to FastText's open source repository on GitHub.
Pros of FastText
- Simple1
Pros of UBIAI
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Cons of FastText
- No step by step API support1
- No in-built performance plotting facility or to get it1
- No step by step API access1
