Hello, I would like to understand if Prodigy supports Entity-level Sentiment Analysis? Can we teach sentiment for customized entities? Thanks in advance.
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Prodigy mostly lets you build annotation workflows, so you can definitely build a workflow that shows the annotator entities in context and asks for a sentiment (e.g. like this, just with a highlighted span in the text). You can then use that data to train your model.
However, if you want to use the built-in models and spaCy then no, spaCy doesn’t supoort training entity-level sentiment out-of-the-box. So you’d have to plug in your own model implementation.
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