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  1. Unconscious structural knowledge of form–meaning connections.Weiwen Chen, Xiuyan Guo, Jinghua Tang, Lei Zhu, Zhiliang Yang & Zoltan Dienes - 2011 - Consciousness and Cognition 20 (4):1751-1760.
    We investigated the implicit learning of a linguistically relevant variable in a natural language context . Trial by trial subjective measures indicated that exposure to a form–animacy regularity led to unconscious knowledge of that regularity. Under the same conditions, people did not learn about another form–meaning regularity when a linguistically arbitrary variable was used instead of animacy . Implicit learning is constrained to acquire unconscious knowledge about features with high prior probabilities of being relevant in that domain.
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  2. Unconsciously learning task-irrelevant perceptual sequences.Xiuyan Guo, Shan Jiang, Hongyi Wang, Lei Zhu, Jinghua Tang, Zoltan Dienes & Zhiliang Yang - 2013 - Consciousness and Cognition 22 (1):203-211.
    We demonstrated unconscious learning of task-irrelevant perceptual regularities in a Serial Reaction Time task in both visual and auditory domains. Participants were required to respond to different letters or syllables which occurred in random order. Unbeknownst to participants, the color of the two letters or the tone of the syllables varied according to certain rules. Reaction times indicated that people indeed learnt both the color and tonal regularities indicating that task-irrelevant sequence structure can be learned perceptually. In a subsequent prediction (...)
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    Good Deeds Could Come From Frustrated Individuals.Yibo Peng, Jinghua Tang & Hanzhou Li - 2021 - Frontiers in Psychology 12.
    Frustration is often seen as negative, but as to whether it may have a positive impact on the individual is still undecided. This research was conducted to explore the influence of frustration on altruistic tendency and altruistic level in college students. By presenting a highly difficult task combined with negative feedback, we effectively induced frustration in Experiment 1. By assessing the donation behavior of participants in a real-life scenario following the experimental manipulation of frustration, we examined the relationship between frustration (...)
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