Human action recognition is a critical capability for our survival, allowing us to interact easily
with the environment and others in everyday life. Although the neural basis of action …

Background In the era of Agri 4.0 and the popularity of Plantwise systems, the availability of
Plant Electronic Medical Records has provided opportunities to extract valuable disease …

Multiple sensory-motor and non-sensory-motor dimensions have been proposed for
semantic representation, but it remains unclear how the semantic system is organized along …

The organization of abstract concepts reflects different dimensions, grounded in the brain
regions coding for the corresponding experience. Normative measures of linguistic stimuli …

社会概念的表征和整合是人们理解和思考社会信息的重要基础, 其神经基础问题正逐渐成为新兴
的研究热点. 现有的脑影像和损伤研究证据较为一致地提示, 社会概念表征主要依赖由双侧颞叶 …

Neural language models, particularly large-scale ones, have been consistently proven to be
most effective in predicting brain neural activity across a range of studies. However, previous …

Polysemes are words that can have different senses depending on the context of utterance:
for instance,'newspaper'can refer to an organization (as in 'manage the newspaper') or to an …

The era of educational big data has sparked growing interest in extracting and organizing
educational concepts from massive amounts of information. Outcomes are of the utmost …

Aspect, a linguistic category describing how actions and events unfold over time, is
traditionally characterized by three semantic properties: stativity, durativity and telicity. In this …

Transfer learning is frequently utilized in scenarios with limited labeled examples, where a
crucial step is to identify a related task to the target task. CogTaskonomy (Luo et al., 2022) …