AIBullisharXiv – CS AI · 5h ago6/10
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Small Language Model Agents Enable Efficient and High-Quality Knowledge Mining
Researchers introduce Falconer, a framework that pairs large language models with lightweight proxy models to enable efficient knowledge mining from unstructured text. The system reduces inference costs by up to 90% while maintaining accuracy comparable to state-of-the-art LLMs, accelerating large-scale information extraction by over 20x.