How do you evaluate the performance of NLP models?

Instruction: Describe the metrics and processes used for assessing NLP model quality.

Context: This question probes the candidate's familiarity with model evaluation techniques specific to NLP, ensuring they can not only develop but also rigorously test NLP systems.

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I evaluate NLP models at three levels: task metrics, failure patterns, and real-world usefulness...

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