7/31/2023 0 Comments Best screen annotation software![]() ![]() ![]() You might want to identify that brownies are a food item and/or that tomorrow is the delivery time. Let’s say you have this piece of text in your corpus: “I am going to order some brownies for tomorrow” This additional information can be used to train machine learning models and to evaluate how well they perform. Text annotation is simply reading natural language data and adding some additional information about it, in a machine-readable format. But if you want to know how well it's doing in production, you'll have to annotate text at some point. And You didn't need to do all the text annotation for training yourself. Maybe you were lucky enough to have a large pre-annotated text corpus. So if you're doing any type of supervised learning in your natural language processing pipeline, and you most likely are, data annotation has played a role in your work. In order for humans to rely on machines, machines need humans first to teach them. Even with all the recent advances in machine learning and artificial intelligence, we can’t escape the irony of the information age. ![]()
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