What are NLP language models and how do they work?
NLP language models are algorithms that understand and generate human language. They analyze text data to predict the next word in a sentence.
Can you give me an example of how a language model predicts text?
Sure! If you input 'The cat sat on the', a language model might predict 'mat' as the next word based on its training.
What are some popular NLP language models?
Some popular NLP language models include BERT, GPT-3, and T5. Each has unique architectures and applications.
How do these models learn from data?
They learn through a process called training, where they analyze large datasets to identify patterns and relationships in language.
What are the limitations of current NLP models?
Current NLP models can struggle with understanding context, sarcasm, and may produce biased outputs based on their training data.
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