ARIC Brown Bag Session: Outclassing Frontier LLMs at Extracting Information

Accurately extracting information from documents has been a decades-old challenge at the core of many workflows, from automated back-office processing to enterprise RAG. While LLMs promise to solve this, they still hallucinate, struggle with long or complex documents, and fail on real-world structure. This talk introduces specialized LLMs for information extraction – NuExtract and NuMarkdown – which reduce hallucinations and outperform frontier models while being orders of magnitude smaller.
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This format is offered as part of the EDIH Hamburg, with support from the European Union and the Hamburgische Investitions- und Förderbank. #EDIHHamburg