How BERTScore measures semantic similarity beyond exact token overlap.
evaluation
A concise guide to MMLU and what it does, and does not, tell you about LLMs.
How METEOR evaluates generated text using alignment, recall, and linguistic matching.
A practical guide to BLEU, n-gram precision, and why it still matters in NLP.
A practical introduction to ROUGE for summarization and text generation evaluation.