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OpenAI develops unsupervised sentiment neuron for state-of-the-art analysis

OpenAI has developed an unsupervised system that learns a strong sentiment representation by predicting the next character in Amazon reviews. This representation allows a simple linear model to achieve state-of-the-art accuracy on sentiment analysis tasks, using significantly less labeled data than previous methods. Notably, the system discovered a single AI

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OpenAI develops unsupervised sentiment neuron for state-of-the-art analysis

COVERAGE [1]

  1. OpenAI News TIER_1 ·

    Unsupervised sentiment neuron

    We’ve developed an unsupervised system which learns an excellent representation of sentiment, despite being trained only to predict the next character in the text of Amazon reviews.