BERTScore
BERTScore is an automatic, reference-based metric for evaluating text generation that scores a candidate sentence against one or more references by comparing the contextual embeddings of their tokens rather…
Natural Language Processing
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BLEU (Bilingual Evaluation Understudy)
BLEU (Bilingual Evaluation Understudy) is an automatic evaluation metric that scores the quality of machine translation output by measuring how many word sequences (n-grams) it shares with one or more human…
Coreference Resolution
Coreference resolution is the natural language processing task of finding all the expressions in a text that refer to the same entity and grouping them together.
Global-MMLU
Global-MMLU is a multilingual evaluation benchmark that extends the MMLU question-answering dataset across 42 languages, with designated subsets labeled culturally sensitive (CS) and culturally agnostic (CA).
METEOR (metric)
METEOR (Metric for Evaluation of Translation with Explicit ORdering) is an automatic evaluation metric for machine translation and other text-generation tasks that scores a candidate sentence against one or…
Machine-generated text detection
Machine-generated text detection is the problem of deciding whether a given passage of text was written by a person or produced by a large language model.
ROUGE
ROUGE (Recall-Oriented Understudy for Gisting Evaluation) is a set of automatic metrics that score the quality of a machine-generated text summary by counting how many overlapping units (n-grams, word…
Word error rate
Word error rate (WER) is the standard metric for measuring the accuracy of an automatic speech recognition (ASR) system
chrF
chrF is a machine translation evaluation metric that scores a candidate translation by counting the character n-grams it shares with one or more reference translations, then combining character n-gram…