Online services are interested in solutions to opinion mining, which is the problem of extracting aspects, opinions, and sentiments from text. We describe Snippext, an opinion mining system developed over a language model that is fine-tuned through semi-supervised learning with augmented data. A novelty of Snippext is its clever use of a two-prong approach to achieve state-of-the-art (SOTA) performance with little labeled training data.
Go ahead and try it yourself!
Enter Review Text
Extract Aspects & Opinions
Pair Aspects & Opinions
Sentiment Analysis of Opinions