Towards a Deterministic Math Solver for Clinical Language Models

  • 类型：arxiv
  • 标识：2609.10728
  • 链接：https://arxiv.org/abs/2609.10728
  • 主分类：evaluation
  • 形态：method
  • 被引：0
  • 被引来源：Semantic Scholar + OpenAlex
  • S2被引：0
  • OpenAlex被引：0
  • 影响力被引：0
  • TLDR：Adding an executor to the Program-Solve interface helps some open-weight models more than others even under matched formula, variable and note access, and is not a substitute for verified formulas or reliable variable extraction either way.
  • OpenAlex ID：W7212221703
  • OpenAlex DOI：10.48550/arxiv.2609.10728
  • DOI：10.48550/arxiv.2609.10728
  • DOI来源：OpenAlex
  • 开放获取：green
  • 开放获取链接：https://arxiv.org/pdf/2609.10728
  • OpenAlex更新：2026-09-16
  • 待LLM分类：否
  • 标题中文：Towards a Deterministic Math Solver for Clinical Language Models
  • TLDR中文：即便在公式、变量与笔记访问条件一致时，向 Program-Solve 接口加入 executor 对不同开源权重模型的帮助程度各异，且无论哪种情况都无法替代经过验证的公式或可靠的变量抽取。
  • 来源文件：
  • /inbox/tom/_candidates/2026-09-15-rag-retrieval-reranking-candidates.json
  • /inbox/tom/_candidates/2026-09-15-agent-rag-longcontext-candidates.json
  • [OpenAlex backfill]
  • [S2 enrich]