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How do we know if AI-generated text is actually good? Three approaches dominate NLP/LLM evaluation today — each with a different philosophy: BLEU (Bilingual Evaluation Understudy) — built for machine translation. Breaks text into n-grams, checks overlap with a human reference, and applies a brevity penalty so short "safe" outputs can't game ...
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