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Research on Categorical Recognition and Optimization of Hallucination Phenomenon in Large Language Models [PDF]
Jisuanji kexue yu tansuoWith the widespread application of big language models in natural language understanding and generation tasks, their performance in high-precision fields such as healthcare, law, and scientific research has received increasing attention.
HE Jing, SHEN Yang, XIE Runfeng
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Industrial Psychiatry Journal, 2021 Background: The cognitive behavior therapy (CBT) approach to psychosis is a relatively recent development and focuses directly on the core psychotic symptoms of hallucinations and delusions.
Priyanka Shukla +4 more
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The unity of hallucinations [PDF]
Phenomenology and the Cognitive Sciences, 2010 My primary aim in this article is to provide a philosophical account of the unity of hallucinations, which can capture both perceptual hallucinations (which are subjectively indistinguishable from perceptions) and non-perceptual hallucinations (all others).
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Postcolonial Studies, 2021 In this paper, the concept of white hallucination is developed through the prism of a recent debate about the permissibility of defending colonialism. The latter is, unsurprisingly, steeped in colonial nostalgia and a defence of free speech. These arguments, however, have to be related to the operation of whiteness itself.
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Are you hallucinated? Insights into large language models
ICT ExpressThe work presented in the paper challenges the common view of hallucination as a flaw in Large Language Models (LLMs), proposing instead that it is an inherent feature of their architecture.
Sarvagya Singh +4 more
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Exploring the links between functional activation and hallucination proneness
Brain Research BulletinHallucinations are often associated with alterations in brain activation, particularly in language-related and sensory processing areas. Existing models suggest different frameworks for understanding the relationship between brain activation and ...
Abdullah M. Alotaibi +5 more
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The interaction between auditory imagery vividness and auditory perception, and its application to hallucination proneness [PDF]
, 2010 Auditory imagery is commonly used in everyday life, yet the majority of imagery research has focused on the visual domain. This thesis determined some of the mediators of auditory imagery vividness and investigated how vividness affects the interaction ...
Gray, Gemma Ruth
core
New Directions for Adult and Continuing Education, EarlyView.ABSTRACT Mental well‐being is central to adult learner success, yet many adult education institutions lack capacity to provide timely and accessible support. This article examines how artificial intelligence (AI) can strengthen mental health–adjacent supports in adult and continuing higher education, with attention to professional practice and ...
Adam L. McClain, Thomas Wade
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