最近关于基于对话的协作计划获取(Collaborative Plan Acquisition, CPA)的研究表明,在技能集和知识不对称的环境中,心智理论(Theory of Mind, ToM)建模可以改善对缺失知识的预测。尽管心智理论被认为对有效的协作至关重要,但在这一新任务中的实际影响仍未得到充分探索。通过将计划表示为图结构并利用任务特定的约束条件,我...
LLM看起来拥有了心智理论(ToM:Theory of Mind).ToM实验假设小朋友不知实验的套路,如果通过测试,说明小朋友拥有了ToM.小朋友: 一无所知➼小朋友➼ToM测试:小朋友是否知道另外的人具有False belief?LLM: 已经阅读过大量的ToM test和变体➼LLM➼变体的ToM测试➼? û...
LLM能有theory of mind其实并不怎么让人惊讶。毕竟theory of mind,看的就是理解和运用语言构建的虚构情境。LLM是什么的缩写来着? û收藏 转发 评论 ñ赞 评论 o p 同时转发到我的微博 按热度 按时间 正在加载,请稍候... 查看更多 a 102关注 337粉丝 1911微博 微关系 ...
The recent rise of large language models (LLMs), such as generative pre-trained transformer (GPT) models, has shown some promise that artificial theory of mind may not be too distant an idea. Generative LLMs exhibit performance that is characteristic of sophisticated decision-making and reasoning...
Here we compare human and LLM performance on a comprehensive battery of measurements that aim to measure different theory of mind abilities, from understanding false beliefs to interpreting indirect requests and recognizing irony and faux pas. We tested two families of LLMs (GPT and LLaMA2) ...
This is a curated list of related literature and resources for machine theory of mind (ToM) research.Last Update:Dec 29th, 2023. If you find our work useful, please give us credit by citing: @inproceedings{ma2023towards,title={Towards A Holistic Landscape of Situated Theory of Mind in Large...
Theory of Mind (ToM) is the ability to understand and reflect on the mental states of others. Although this capability is crucial for human interaction, testing on Large Language Models (LLMs) reveals that they possess only a rudimentary understanding of it. Although the most capable closed-...
An international team of psychologists and neurobiologists has found via experimentation that two types of LLMs are able to equal or outperform humans on theory of mind tests. In their study reported in the journal Nature ...
Boosting Theory-of-Mind Performance in Large Language Models via Prompting Large language models (LLMs) excel in many tasks in 2023, but they still face challenges in complex reasoning. Theory-of-mind (ToM) tasks, which require un... SR Moghaddam,C Honey - 《Arxiv》 被引量: 0发表: ...
Theory of Mind (ToM) is the cognitive capability to perceive and ascribe mental states to oneself and others. Recent research has sparked a debate over whether large language models (LLMs) exhibit a form of ToM. However, existing ToM evaluations are hindered by challenges such as constrained sc...