Speakers

Accurately extracting information from documents has been a decades-old dream. Important workflows -- from automated back-office processing to enterprise RAG -- depend on it. LLMs promise to fulfill this dream but currently fall short: they hallucinate information, struggle with long documents, and break down on complex layouts. The solution: LLMs specialized in information extraction.In this talk, I will present NuExtract 3 -- the first reasoning LLM specialized in extracting information from documents. This low-hallucination open-source model outperforms frontier LLMs of OpenAI/Anthropic/Google while being orders of magnitude smaller, enabling private usage.I will demonstrate NuExtract's abilities, explain how we created it, and discuss the future of information extraction. Read More...