Emmanuel Malherbe

Large language models can now be rigorously evaluated on their ability to extract and retrieve financial insights from complete corporate annual reports, not just plain-text filings.

Ditch the expensive LLM judges: BERT-as-a-Judge offers comparable accuracy at a fraction of the compute, finally making reference-based LLM evaluation scalable.