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I am working on research to perform sentiment analysis on Amazon reviews. My data is not labelled so I am now using Lexicon based sentiment analysis such as Vader. I am wondering if it is possible to use embedding layers to perform sentiment analysis in an unsupervised manner? Are there any pre-trained embedding layers on Amazon reviews that I can use? Thank you very much in advance.

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