English(EN) HEART-Bench: Do LLM Agents Exhibit Human-like Psychology?

新基准评估大型语言模型代理的类人心理

作者 PulseAugur 编辑部 · [2 个来源] · 2026-05-28 15:08

研究人员开发了HEART-Bench，这是一个旨在评估大型语言模型（LLM）代理是否能表现出类人心理的新基准。该基准基于大五人格特质构建了11个不同的角色，每个角色拥有1000条自传式记忆。然后，这些代理将接受源自DIAMONDS分类法的64个决策场景测试，以评估其做出行为一致性选择的能力。 AI

影响该基准可能催生出能够进行细微情感和心理反应的更复杂的大型语言模型代理。

排序理由该集群包含一篇介绍用于评估大型语言模型代理的新基准的研究论文。

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arXiv cs.CL TIER_1 English(EN) · Weihan Peng, Chenxu Zhang, Qianao Wang, Yuling Shi, Heng Lian, Qihong Mao, Jiahao Pang, Chunliang Feng, Bowen Li, Xiaodong Gu · 2026-05-29 04:00

HEART-Bench：大型语言模型代理是否展现出类似人类的心理学？

arXiv:2605.30058v1 Announce Type: new Abstract: While LLM agents have demonstrated remarkable task-oriented abilities such as planning, reasoning, and action, few works have treated them as complete human personalities where emotional dimensions hold equal importance. In this pap…
arXiv cs.CL TIER_1 English(EN) · Xiaodong Gu · 2026-05-28 15:08

HEART-Bench：大型语言模型代理是否展现出类人心理？

While LLM agents have demonstrated remarkable task-oriented abilities such as planning, reasoning, and action, few works have treated them as complete human personalities where emotional dimensions hold equal importance. In this paper, we introduce a novel benchmark to systematic…