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In what ways does information theory assist in contrasting language models, and could you give an example of its application for model comparison?

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In what ways does information theory assist in contrasting language models, and could you give an example of its application for model comparison?
How is information theory utilized in the assessment of language models, and can you illustrate its use with a comparative model evaluation?
How does information theory serve in the comparison of language models? Provide an instance of how you might apply this in practice.
What role does information theory play in comparing various language models, and can you demonstrate its application through an example?
How do information theory principles aid in evaluating different language models? Could you give a practical example of such an evaluation?
Can you describe the use of information theory in the analysis of language models, and provide a
How can you use information theory to compare different language models? Can you provide an example of how this could be applied to evaluate the performance of two models?

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Interview question asked to Machine Learning Engineers interviewing at Bitdefender, ClassPass, Andela and others: In what ways does information theory assist in contrasting language models, and could you give an example of its application for model comparison?.

In what ways does information theory assist in contrasting language models, and could you give an example of its application for model comparison?

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