BALSAM is a new Arabic LLM benchmark with blind test sets, and the paper argues that LLM-based judging should replace n-gram and embedding metrics for scoring it.
Evaluate the generated output by comparing it to the ground truth, considering how well it addresses the original prompt
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BALSAM: A Platform for Benchmarking Arabic Large Language Models
BALSAM is a new Arabic LLM benchmark with blind test sets, and the paper argues that LLM-based judging should replace n-gram and embedding metrics for scoring it.