English(EN) The Schema Coherence Inventory: Measuring Whether an Assigned Belief Organizes a Language Model's Cognition

新工具衡量语言模型是否真正组织了信念

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-26 04:00

研究人员开发了模式连贯性清单（SCI），一种新工具，用于衡量语言模型被赋予的信念是否真正组织了其行为，而不仅仅是采纳一种情绪。SCI包含96个强制选择题，旨在根据贝克认知模型评估信念组织。跨多个语言模型和参数规模的验证研究表明，SCI能够准确识别模型的核心信念，人类评分者准确率达到79.5%。 AI

影响提供了一种评估大型语言模型（LLMs）信念组织深度的方法，这对于它们在模拟患者等敏感应用中的使用至关重要。

排序理由该集群包含一篇详细介绍语言模型新测量工具的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CL 阅读 →

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Newsworthiness bucket: Tool; 该集群包含一篇详细介绍语言模型新测量工具的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

arXiv cs.CL TIER_1 English(EN) · Yuqi Wu, Deyang Li, Katharine Hibbard, Ron Oswald, David Sinclair, Adegboyega Sapara, Kalutota Kuruwe Arachchige Sajana Indula Samarasinghe, Abhinav Pillai, Reham Shalaby, Riffat Alam, Xin-Min Li, Yanbo Zhang, Jie Chen · 2026-10-26 04:00

Schema Coherence Inventory：衡量指定信念是否组织了语言模型的认知

arXiv:2610.31683v1 Announce Type: new Abstract: Persona-conditioned language models are used as simulated patients and affective agents, but there is no validated way to ask whether a belief assigned to such a model organizes its behaviour or whether the model has merely adopted …

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报道来源 [1]

Schema Coherence Inventory：衡量指定信念是否组织了语言模型的认知

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