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How does BERT work?

An example of an AI chatbot conversation about BERT's functioning and applications.

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You

Can you explain how BERT works in natural language processing?

MagicBuddy
MagicBuddy

BERT, or Bidirectional Encoder Representations from Transformers, is a model that understands the context of words in a sentence by looking at the words that come before and after them.

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You

What makes BERT different from other models?

MagicBuddy
MagicBuddy

Unlike traditional models that read text sequentially, BERT reads text in both directions, which helps it grasp the full context.

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You

How is BERT trained?

MagicBuddy
MagicBuddy

BERT is trained using a method called masked language modeling, where some words in a sentence are masked, and the model learns to predict them.

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You

What are some applications of BERT?

MagicBuddy
MagicBuddy

BERT is used in various applications like search engines, chatbots, and sentiment analysis to improve understanding of user queries.

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