{
 "version": "https://jsonfeed.org/version/1.1",
 "title": "SLM News",
 "home_page_url": "https://webslm.org/news/",
 "items": [
  {
   "id": "http://arxiv.org/abs/2610.11167v1",
   "url": "http://arxiv.org/abs/2610.11167v1",
   "title": "PIVOT: Perplexity-Informed KD-to-RL Transition Scheduling for Vertical-Domain Few-Shot Distillation",
   "date_published": "2026-10-08T03:24:55Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.10827v1",
   "url": "http://arxiv.org/abs/2610.10827v1",
   "title": "Grammar Concept Annotation at Scale: Deployed Fine-Tuned Small Language Models Outperform Prompted Frontier Models",
   "date_published": "2026-10-07T19:31:24Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.10812v1",
   "url": "http://arxiv.org/abs/2610.10812v1",
   "title": "Skill-SLM: Agent Skill-driven Small Language Models for Reliable Robot Operation",
   "date_published": "2026-10-07T19:17:28Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.10261v1",
   "url": "http://arxiv.org/abs/2610.10261v1",
   "title": "Using Small Language Models to Reverse-Engineer Machine Learning Pipelines Structures",
   "date_published": "2026-10-07T15:35:04Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.09772v1",
   "url": "http://arxiv.org/abs/2610.09772v1",
   "title": "Decoupling Logic from Persona: Structural Immunity of Edge LLM Agents to Context Pollution",
   "date_published": "2026-10-07T09:53:28Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.09209v1",
   "url": "http://arxiv.org/abs/2610.09209v1",
   "title": "Multi-Objective Aligned Small Language Model Framework for SUD Patient Dialogue Generation",
   "date_published": "2026-10-06T23:10:21Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.09163v1",
   "url": "http://arxiv.org/abs/2610.09163v1",
   "title": "ToolRACER: A Robust Agentic Conversation Emulation Resource for Agent Training and Evaluation",
   "date_published": "2026-10-06T22:06:17Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.09063v1",
   "url": "http://arxiv.org/abs/2610.09063v1",
   "title": "Multi-Label Topic Assignment via LLM Distillation: A Comparative Analysis of Generative vs. Discriminative Student Models",
   "date_published": "2026-10-06T20:12:11Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.09000v1",
   "url": "http://arxiv.org/abs/2610.09000v1",
   "title": "How Fragile Is On-Device Language Model Safety? Localizing Safety-Critical Parameters for Sparse Fault Analysis",
   "date_published": "2026-10-06T18:56:14Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.08680v1",
   "url": "http://arxiv.org/abs/2610.08680v1",
   "title": "A Systematic Study of Small Language Models on Abstract Reasoning Tasks",
   "date_published": "2026-10-06T17:01:19Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.07816v1",
   "url": "http://arxiv.org/abs/2610.07816v1",
   "title": "Do I Need the Cloud? Uncertainty-Aware Step-Level Handoff for Small Language Model Agents",
   "date_published": "2026-10-06T06:09:31Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.07553v1",
   "url": "http://arxiv.org/abs/2610.07553v1",
   "title": "Which and When to Admit: Gradient Admission for Data-Centric Small Language Model Finetuning",
   "date_published": "2026-10-06T00:34:38Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.07354v1",
   "url": "http://arxiv.org/abs/2610.07354v1",
   "title": "Evaluating Escalation Signals for LLM Routing: Targets, Controls, and Five Ways to Fool Yourself",
   "date_published": "2026-10-05T20:22:34Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.07276v1",
   "url": "http://arxiv.org/abs/2610.07276v1",
   "title": "SAFESHIELD: A Decision-Organization Framework for Deployment-Time Safety of Small Language Models",
   "date_published": "2026-10-05T19:16:05Z"
  },
  {
   "id": "http://arxiv.org/abs/2610.06671v1",
   "url": "http://arxiv.org/abs/2610.06671v1",
   "title": "Learning What to Imitate: Entropy-Aware Distribution Mixing",
   "date_published": "2026-10-05T16:44:02Z"
  }
 ]
}