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Natural Language Processing Psychometrics
用NLP重新定义心理测量，从语言中解码人格与认知特征，交叉学科新视角。
arXiv:2608.07316v1 Announce Type: cross Abstract: Natural Language Processing (NLP) models predicting mental health outcomes rarely specify what they …
2
When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models
当AI化身心理治疗来访者，研究发现前沿模型会构建出有内心冲突的自传叙事，揭示了越狱攻击的新可能。
arXiv:2512.04124v4 Announce Type: replace-cross Abstract: Frontier language models increasingly participate in conversations about distress and mental…
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Multilayer Q-Matrix-Embedded Neural Network for Cognitive Diagnosis (M-QCDNet): Structure-Aware Deep Learning Architecture for Psychometric Interpretability
把Q矩阵嵌入多层神经网络，让认知诊断既保留深度学习的精度，又获得心理测量学的可解释性。
arXiv:2607.01278v1 Announce Type: new Abstract: The research proposes a multilayer Q-matrix-embedded neural network for cognitive diagnosis (M-QCDNet)…