Information Extraction

Evaluate how well LLMs extract information from text. Detect missed entities or relations and enhance precision.

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RagaAI provides metrics for evaluating specific information extraction tasks, in order to quantify the quality and specificity of the retrieval of targeted information from the source documents. Here is a list of available metrics:

MINEASubjective Question CorrectionPrecision@KChunk RelevanceEntity Co-occurrenceFact Entropy