Small Language Model Agents Enable Efficient and High-Quality Knowledge Mining 事件

Small Language Model Agents Enable Efficient and High-Quality Knowledge Mining arXiv:2510.01427v3 Announce Type: replace Abstract: At the core of Deep Research is knowledge mining, the task of extracting structured information from massive unstructured text in response to user instructions. Large language models (LLMs) excel at interpreting such instructions but are prohibitively expensive to deploy at scale, while traditional pipelines of classifiers and extractors remain efficient yet brittle