用小LLM砍掉68%的RAG上下文，竟守住96%召回率，实战方案来了。
Article URL: https://www.kapa.ai/blog/how-we-prune-rag-context Comments URL: https://news.ycombinator.com/item?id=48809354 Points: 3 # Comments: 0
小语言模型专攻网络安全，高效且精准，为安全领域带来轻量化AI新思路
arXiv:2510.14113v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are transforming everyday applications, yet deployment in cyber…
用Claude Code插件将轻量任务智能分流至小模型，大幅降低AI计算成本。
Article URL: https://medium.com/zerogpu/how-to-reduce-ai-compute-costs-with-our-claude-code-plugin-routing-lightweight-ai-tasks-to-small-2a265e19c699 …
用小语言模型低成本搞定生物医学声明验证，揭秘结构化数据集捷径与跨域泛化新发现。
arXiv:2606.12854v1 Announce Type: new Abstract: Large Language Models such as GPT-4o and GPT-5 achieve strong zero-shot performance on biomedical clai…
小语言模型智能体在知识挖掘中实现效率与质量的双赢，论文揭秘其核心方法。
arXiv:2510.01427v3 Announce Type: replace Abstract: At the core of Deep Research is knowledge mining, the task of extracting structured information fr…
小语言模型学会分子语法，高效生成药物分子候选，AI+化学新突破。
arXiv:2605.06322v2 Announce Type: replace Abstract: Language models for molecular design have scaled to hundreds of millions of parameters, yet how th…
首个亚1B阿拉伯语专用开源模型，通过词汇注入实现边缘设备高效部署，填补小规模语言模型空白。
arXiv:2605.28827v1 Announce Type: cross Abstract: Open Arabic large language models split into two classes: sub-1B multilingual models that treat Arab…
新方法让小型语言模型实现密集数学推理，小模型也能有大智慧。
arXiv:2605.29247v1 Announce Type: new Abstract: Large language models (LLMs) demonstrate strong chain-of-thought (CoT) reasoning abilities, while smal…
探讨将大型语言模型的“幻觉”转化为有用推理能力，通过链式系统I/II思维解决复杂多跳问题的新思路。
arXiv:2605.27596v1 Announce Type: new Abstract: Recently, there has been increased interest in Small Language Models (SLMs), which are fast, show good…
提出小语言模型Med-V1，零样本实现生物医学证据归因，兼顾规模与可扩展性
arXiv:2603.05308v2 Announce Type: replace Abstract: Assessing whether an article supports an assertion is essential for hallucination detection and cl…