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English(EN) TherapyGym: Evaluating and Aligning Clinical Fidelity and Safety in Therapy Chatbots

新框架TherapyGym增强治疗聊天机器人的安全性和保真度

研究人员开发了TherapyGym,一个旨在评估和增强治疗聊天机器人临床保真度和安全性的新框架。该系统使用认知行为疗法评定量表(CTRS)衡量对认知行为疗法(CBT)技术的遵循程度,并通过多标签安全注释方案评估特定于疗法的风险。TherapyGym还充当训练工具,利用患者模拟和强化学习来提高聊天机器人的性能,从而在临床保真度和安全性评级方面取得显著进步。 AI

影响 支持可扩展地开发更忠实、更安全的治疗聊天机器人,以提供心理健康支持。

排序理由 该集群包含一篇详细介绍AI聊天机器人新框架和评估方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新框架TherapyGym增强治疗聊天机器人的安全性和保真度

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该集群包含一篇详细介绍AI聊天机器人新框架和评估方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Fangrui Huang, Souhad Chbeir, Arpandeep Khatua, Sheng Wang, Sijun Tan, Kenan Ye, Lily Bailey, Merryn Daniel, Ryan Louie, Sanmi Koyejo, Ehsan Adeli ·

    TherapyGym:评估和对齐治疗聊天机器人的临床保真度和安全性

    arXiv:2603.18008v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used for mental-health support; yet prevailing evaluation methods--fluency metrics, preference tests, and generic dialogue benchmarks--fail to capture the clinically critical d…