Which linguistic technique revolutionized retail AI assistants by allowing them to understand contextual meaning rather than just keywords?

Modern AI language models have revolutionized how brands interact with customers. Behind these sophisticated systems lies fascinating language science and linguistic innovation. This poll tests your knowledge about how language technology has shaped retail AI assistants and recommendation systems, blending computational linguistics with customer experience.

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Transformer neural networks with attention mechanisms
Rule-based natural language processing
Simple recurrent neural networks
Statistical n-gram language modeling