How do you evaluate NLP models?medium
Answer
Use task-specific metrics plus qualitative error analysis.
Explanation
Classification may use F1, generation may use human evaluation or task success, and retrieval may use precision, recall, or MRR.
Follow-upWhy can BLEU be insufficient?