Automatically determining whether a piece of text expresses positive, negative, or neutral sentiment.
Automatically determining whether a piece of text expresses positive, negative, or neutral sentiment. One of the most common NLP applications — used to analyze product reviews, social media mentions, and customer feedback at scale. Modern LLMs handle it trivially compared to older dedicated models.
Natural Language Processing.
A machine learning task where the model assigns input data to predefined categories.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
Artificial General Intelligence.
An autonomous AI system that can perceive its environment, make decisions, and take actions to achieve goals.
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