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English(EN) RSPC: A Benchmark for Modeling Stress and Psychiatric Conditions in Digitally Mediated Relationships using Psychiatrist Annotations

新的RSPC基准评估LLM在心理健康和关系动态方面的能力

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员开发了一个新的基准——关系压力与精神病语料库（RSPC），用于对数字中介关系中的压力和精神疾病进行建模。该语料库包含1,799个已注释的Reddit帖子，用于评估七个Transformer模型和五个大型语言模型在疾病分类和关系触发因素检测等任务上的表现。Claude 3 Haiku在疾病分类方面表现优异，而GPT-4o在识别关系触发因素方面表现出色，凸显了不同模型的独特能力。 AI

影响 建立了一个理解数字关系中心理健康的新基准，有望提高AI检测和响应心理困扰的能力。

排序理由 该集群描述了一个用于NLP研究的新学术基准和语料库。

在 arXiv cs.LG 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

新的RSPC基准评估LLM在心理健康和关系动态方面的能力

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该集群描述了一个用于NLP研究的新学术基准和语料库。
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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Parmitha Vangapandu, Sai Ganesh Mokkapati, Sathwik Narkedimilli, MSVPJ Sathvik, Timothy Liu, Simon See, Johannes C. Eichstaedt ·

    RSPC：使用精神科医生标注对数字媒介关系中的压力和精神疾病进行建模的基准

    arXiv:2606.27247v1 Announce Type: new Abstract: In NLP, mental health conditions are often modeled as isolated phenomena, without interpersonal context. We use Reddit posts about long-distance relationships to capture both mental health distress and associated relational triggers…

  2. arXiv cs.LG TIER_1 English(EN) · Johannes C. Eichstaedt ·

    RSPC：使用精神科医生标注对数字媒介关系中的压力和精神疾病进行建模的基准

    In NLP, mental health conditions are often modeled as isolated phenomena, without interpersonal context. We use Reddit posts about long-distance relationships to capture both mental health distress and associated relational triggers. We introduce the Relational Stress and Psychia…

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