首页 > 最新文献

Topics in Cognitive Science最新文献

英文 中文
Understanding Human-Autonomy Teams Through a Human-Animal Teaming Model. 通过人-动物团队模型理解人类自治团队。
IF 2.9 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-01 Epub Date: 2023-11-27 DOI: 10.1111/tops.12713
Heather C Lum, Elizabeth K Phillips

The relationship between humans and animals is complex and influenced by multiple variables. Humans display a remarkably flexible and rich array of social competencies, demonstrating the ability to interpret, predict, and react appropriately to the behavior of others, as well as to engage others in a variety of complex social interactions. Developing computational systems that have similar social abilities is a critical step in designing robots, animated characters, and other computer agents that appear intelligent and capable in their interactions with humans and each other. Further, it will improve their ability to cooperate with people as capable partners, learn from natural instruction, and provide intuitive and engaging interactions for human partners. Thus, human-animal team analogs can be one means through which to foster veridical mental models of robots that provide a more accurate representation of their near-future capabilities. Some digital twins of human-animal teams currently exist but are often incomplete. Therefore, this article focuses on issues within and surrounding the current models of human-animal teams, previous research surrounding this connection, and the challenges when using such an analogy for human-autonomy teams.

人与动物之间的关系是复杂的,受到多种变量的影响。人类表现出非常灵活和丰富的社会能力,表现出对他人行为的解释、预测和适当反应的能力,以及使他人参与各种复杂的社会互动的能力。开发具有类似社交能力的计算系统是设计机器人、动画角色和其他计算机代理的关键一步,这些计算机代理在与人类和彼此之间的互动中显得聪明和有能力。此外,它将提高它们作为有能力的伙伴与人类合作的能力,从自然指令中学习,并为人类伙伴提供直观和引人入胜的互动。因此,人类与动物的团队类比可以成为培养机器人的真实心理模型的一种手段,这种模型可以更准确地描述机器人在不久的将来的能力。目前存在一些人与动物团队的数字双胞胎,但往往不完整。因此,本文将重点关注当前人类-动物团队模型内部和周围的问题,围绕这种联系的先前研究,以及在将这种类比用于人类自治团队时所面临的挑战。
{"title":"Understanding Human-Autonomy Teams Through a Human-Animal Teaming Model.","authors":"Heather C Lum, Elizabeth K Phillips","doi":"10.1111/tops.12713","DOIUrl":"10.1111/tops.12713","url":null,"abstract":"<p><p>The relationship between humans and animals is complex and influenced by multiple variables. Humans display a remarkably flexible and rich array of social competencies, demonstrating the ability to interpret, predict, and react appropriately to the behavior of others, as well as to engage others in a variety of complex social interactions. Developing computational systems that have similar social abilities is a critical step in designing robots, animated characters, and other computer agents that appear intelligent and capable in their interactions with humans and each other. Further, it will improve their ability to cooperate with people as capable partners, learn from natural instruction, and provide intuitive and engaging interactions for human partners. Thus, human-animal team analogs can be one means through which to foster veridical mental models of robots that provide a more accurate representation of their near-future capabilities. Some digital twins of human-animal teams currently exist but are often incomplete. Therefore, this article focuses on issues within and surrounding the current models of human-animal teams, previous research surrounding this connection, and the challenges when using such an analogy for human-autonomy teams.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"554-567"},"PeriodicalIF":2.9,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138446605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Introduction to topiCS Volume 16, Issue 3. TopiCS 简介》第 16 卷第 3 期。
IF 2.9 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-07-01 Epub Date: 2024-07-04 DOI: 10.1111/tops.12748
Andrea Bender
{"title":"Introduction to topiCS Volume 16, Issue 3.","authors":"Andrea Bender","doi":"10.1111/tops.12748","DOIUrl":"10.1111/tops.12748","url":null,"abstract":"","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"346-348"},"PeriodicalIF":2.9,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141535575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parallel Interactions Between Linguistic and Contextual Factors in Bilinguals. 双语者语言因素与语境因素之间的平行互动
IF 2.9 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-06-24 DOI: 10.1111/tops.12745
Ramesh K Mishra, Seema Prasad

The necessity for introducing interactionist and parallelism approaches in different branches of cognitive science emerged as a reaction to classical sequential stage-based models. Functional psychological models that emphasized and explained how different components interact, dynamically producing cognitive and perceptual states, influenced multiple disciplines. Chiefly among them were experimental psycholinguistics and the many applied areas that dealt with humans' ability to process different types of information in different contexts. Understanding how bilinguals represent and process verbal and visual input, how their neural and psychological states facilitate such interactions, and how linguistic and nonlinguistic processing overlap, has now emerged as an important area of multidisciplinary research. In this article, we will review available evidence from different language-speaking groups of bilinguals in India with a focus on situational context. In the discussion, we will address models of language processing in bilinguals within a cognitive psychological approach with a focus on existent models of inhibitory control. The paper's stated goal will be to show that the parallel architecture framework can serve as a theoretical foundation for examining bilingual language processing and its interface with external factors such as social context.

在认知科学的不同分支中引入交互式和并行式方法的必要性,是对基于阶段的经典顺序模型的反应。功能心理学模型强调并解释了不同组成部分如何相互作用,动态地产生认知和感知状态,影响了多个学科。其中最主要的是实验心理语言学和许多应用领域,这些领域涉及人类在不同语境中处理不同类型信息的能力。了解双语者如何表征和处理语言和视觉输入,他们的神经和心理状态如何促进这种互动,以及语言和非语言处理如何重叠,现已成为多学科研究的一个重要领域。在本文中,我们将以情景语境为重点,回顾印度不同语言群体双语者的现有证据。在讨论中,我们将从认知心理学的角度探讨双语者的语言处理模式,重点是现有的抑制控制模式。本文的既定目标是表明,平行结构框架可以作为研究二语语言处理及其与社会环境等外部因素之间关系的理论基础。
{"title":"Parallel Interactions Between Linguistic and Contextual Factors in Bilinguals.","authors":"Ramesh K Mishra, Seema Prasad","doi":"10.1111/tops.12745","DOIUrl":"https://doi.org/10.1111/tops.12745","url":null,"abstract":"<p><p>The necessity for introducing interactionist and parallelism approaches in different branches of cognitive science emerged as a reaction to classical sequential stage-based models. Functional psychological models that emphasized and explained how different components interact, dynamically producing cognitive and perceptual states, influenced multiple disciplines. Chiefly among them were experimental psycholinguistics and the many applied areas that dealt with humans' ability to process different types of information in different contexts. Understanding how bilinguals represent and process verbal and visual input, how their neural and psychological states facilitate such interactions, and how linguistic and nonlinguistic processing overlap, has now emerged as an important area of multidisciplinary research. In this article, we will review available evidence from different language-speaking groups of bilinguals in India with a focus on situational context. In the discussion, we will address models of language processing in bilinguals within a cognitive psychological approach with a focus on existent models of inhibitory control. The paper's stated goal will be to show that the parallel architecture framework can serve as a theoretical foundation for examining bilingual language processing and its interface with external factors such as social context.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141459953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Through Thick and Thin: Gesture and Speech Remain as an Integrated System in Atypical Development. 厚积薄发:在非典型发育过程中,手势和语言仍是一个综合系统。
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-06-10 DOI: 10.1111/tops.12739
Ö Ece Demir-Lira, Tilbe Göksun

Gesture and speech are tightly linked and form a single system in typical development. In this review, we ask whether and how the role of gesture and relations between speech and gesture vary in atypical development by focusing on two groups of children: those with peri- or prenatal unilateral brain injury (children with BI) and preterm born (PT) children. We describe the gestures of children with BI and PT children and the relations between gesture and speech, as well as highlight various cognitive and motor antecedents of the speech-gesture link observed in these populations. We then examine possible factors contributing to the variability in gesture production of these atypically developing children. Last, we discuss the potential role of seeing others' gestures, particularly those of parents, in mediating the predictive relationships between early gestures and upcoming changes in speech. We end the review by charting new areas for future research that will help us better understand the robust roles of gestures for typical and atypically-developing child populations.

手势和言语紧密相连,在典型发育过程中形成一个系统。在这篇综述中,我们通过关注两类儿童(围产期或产前单侧脑损伤儿童(BI 儿童)和早产儿(PT 儿童))来探讨手势的作用以及言语和手势之间的关系在非典型发育中是否以及如何发生变化。我们描述了单侧脑损伤儿童和早产儿的手势以及手势与言语之间的关系,并强调了在这些人群中观察到的言语-手势联系的各种认知和运动先决条件。然后,我们研究了导致这些发育异常儿童手势变化的可能因素。最后,我们讨论了看到他人手势(尤其是父母的手势)在早期手势与即将出现的言语变化之间的预测关系中可能起到的中介作用。在综述的最后,我们提出了未来研究的新领域,这将有助于我们更好地理解手势在典型和非典型发育儿童群体中的强大作用。
{"title":"Through Thick and Thin: Gesture and Speech Remain as an Integrated System in Atypical Development.","authors":"Ö Ece Demir-Lira, Tilbe Göksun","doi":"10.1111/tops.12739","DOIUrl":"https://doi.org/10.1111/tops.12739","url":null,"abstract":"<p><p>Gesture and speech are tightly linked and form a single system in typical development. In this review, we ask whether and how the role of gesture and relations between speech and gesture vary in atypical development by focusing on two groups of children: those with peri- or prenatal unilateral brain injury (children with BI) and preterm born (PT) children. We describe the gestures of children with BI and PT children and the relations between gesture and speech, as well as highlight various cognitive and motor antecedents of the speech-gesture link observed in these populations. We then examine possible factors contributing to the variability in gesture production of these atypically developing children. Last, we discuss the potential role of seeing others' gestures, particularly those of parents, in mediating the predictive relationships between early gestures and upcoming changes in speech. We end the review by charting new areas for future research that will help us better understand the robust roles of gestures for typical and atypically-developing child populations.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141297037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perceptual Clauses as Units of Production in Visual Descriptions. 作为视觉描述生产单位的感知分句。
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-05-23 DOI: 10.1111/tops.12738
Fernanda Ferreira, Madison Barker

Describing our visual environments is challenging because although an enormous amount of information is simultaneously available to the visual system, the language channel must impose a linear order on that information. Moreover, the production system is at least moderately incremental, meaning that it interleaves planning and speaking processes. Here, we address how the operations of these two cognitive systems are coordinated given their different characteristics. We propose the concept of a perceptual clause, defined as an interface representation that allows the visual and linguistic systems to exchange information. The perceptual clause serves as the input to the language formulator, which translates the representation into a linguistic sequence. Perceptual clauses capture speakers' ability to describe visual scenes coherently while at the same time taking advantage of the incremental abilities of the language production system.

描述我们的视觉环境具有挑战性,因为尽管视觉系统可以同时获得大量信息,但语言通道必须对这些信息施加线性顺序。此外,生产系统至少具有适度的增量性,这意味着它将计划过程和说话过程交织在一起。在此,我们将探讨这两个认知系统在不同的特点下如何协调运作。我们提出了 "感知句 "的概念,将其定义为允许视觉系统和语言系统交换信息的界面表征。感知句子是语言编排器的输入,语言编排器将感知句子转换为语言序列。知觉句子能够捕捉到说话者连贯描述视觉场景的能力,同时还能利用语言生成系统的增量能力。
{"title":"Perceptual Clauses as Units of Production in Visual Descriptions.","authors":"Fernanda Ferreira, Madison Barker","doi":"10.1111/tops.12738","DOIUrl":"https://doi.org/10.1111/tops.12738","url":null,"abstract":"<p><p>Describing our visual environments is challenging because although an enormous amount of information is simultaneously available to the visual system, the language channel must impose a linear order on that information. Moreover, the production system is at least moderately incremental, meaning that it interleaves planning and speaking processes. Here, we address how the operations of these two cognitive systems are coordinated given their different characteristics. We propose the concept of a perceptual clause, defined as an interface representation that allows the visual and linguistic systems to exchange information. The perceptual clause serves as the input to the language formulator, which translates the representation into a linguistic sequence. Perceptual clauses capture speakers' ability to describe visual scenes coherently while at the same time taking advantage of the incremental abilities of the language production system.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141088949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finding the Words: How Does the Aging Brain Process Language? A Focused Review of Brain Connectivity and Compensatory Pathways. 寻找词语老化大脑如何处理语言?大脑连通性和补偿途径重点回顾》。
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-05-12 DOI: 10.1111/tops.12736
Monica Baciu, Elise Roger

As people age, there is a natural decline in cognitive functioning and brain structure. However, the relationship between brain function and cognition in older adults is neither straightforward nor uniform. Instead, it is complex, influenced by multiple factors, and can vary considerably from one person to another. Reserve, compensation, and maintenance mechanisms may help explain why some older adults can maintain high levels of performance while others struggle. These mechanisms are often studied concerning memory and executive functions that are particularly sensitive to the effects of aging. However, language abilities can also be affected by age, with changes in production fluency. The impact of brain changes on language abilities needs to be further investigated to understand the dynamics and patterns of aging, especially successful aging. We previously modeled several compensatory profiles of language production and lexical access/retrieval in aging within the Lexical Access and Retrieval in Aging (LARA) model. In the present paper, we propose an extended version of the LARA model, called LARA-Connectivity (LARA-C), incorporating recent evidence on brain connectivity. Finally, we discuss factors that may influence the strategies implemented with aging. The LARA-C model can serve as a framework to understand individual performance and open avenues for possible personalized interventions.

随着年龄的增长,认知功能和大脑结构会自然衰退。然而,老年人大脑功能和认知能力之间的关系既不简单也不统一。相反,它很复杂,受到多种因素的影响,而且可能因人而异。储备、补偿和维持机制可能有助于解释为什么一些老年人可以保持高水平的表现,而另一些老年人却举步维艰。对这些机制的研究通常涉及对衰老影响特别敏感的记忆和执行功能。然而,语言能力也会受到年龄的影响,语言表达的流畅性也会发生变化。我们需要进一步研究大脑变化对语言能力的影响,以了解衰老,尤其是成功衰老的动态和模式。此前,我们曾在 "衰老中的词汇访问和检索(LARA)"模型中模拟了衰老过程中语言生产和词汇访问/检索的几种补偿特征。在本文中,我们提出了一个 LARA 模型的扩展版本,称为 LARA-Connectivity (LARA-C),其中纳入了有关大脑连接性的最新证据。最后,我们讨论了可能影响衰老策略实施的因素。LARA-C 模型可作为了解个人表现的框架,并为可能的个性化干预开辟道路。
{"title":"Finding the Words: How Does the Aging Brain Process Language? A Focused Review of Brain Connectivity and Compensatory Pathways.","authors":"Monica Baciu, Elise Roger","doi":"10.1111/tops.12736","DOIUrl":"https://doi.org/10.1111/tops.12736","url":null,"abstract":"<p><p>As people age, there is a natural decline in cognitive functioning and brain structure. However, the relationship between brain function and cognition in older adults is neither straightforward nor uniform. Instead, it is complex, influenced by multiple factors, and can vary considerably from one person to another. Reserve, compensation, and maintenance mechanisms may help explain why some older adults can maintain high levels of performance while others struggle. These mechanisms are often studied concerning memory and executive functions that are particularly sensitive to the effects of aging. However, language abilities can also be affected by age, with changes in production fluency. The impact of brain changes on language abilities needs to be further investigated to understand the dynamics and patterns of aging, especially successful aging. We previously modeled several compensatory profiles of language production and lexical access/retrieval in aging within the Lexical Access and Retrieval in Aging (LARA) model. In the present paper, we propose an extended version of the LARA model, called LARA-Connectivity (LARA-C), incorporating recent evidence on brain connectivity. Finally, we discuss factors that may influence the strategies implemented with aging. The LARA-C model can serve as a framework to understand individual performance and open avenues for possible personalized interventions.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140909609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Memetics and the Parallel Architecture. 记忆学与并行架构
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-05-10 DOI: 10.1111/tops.12735
Ronald J Planer

The evolution of human communication and culture is among the most significant-and challenging-questions we face in attempting to understand the evolution of our species. This article takes up two frameworks for theorizing about human communication and culture, namely, Jackendoff's Parallel Architecture of the human language faculty, and the cultural evolutionary framework of Memetics. The aim is to show that the two frameworks uniquely complement one another in some theoretically important ways. In particular, the Parallel Architecture's account of the lexicon significantly expands the range of linguistic phenomena that are plausibly covered by Memetics (e.g., from words to constructions and pure rules of syntax). At the same time, taking a "meme's-eye-view" of the lexicon retools the Parallel Architecture's treatment of the origins and subsequent cultural evolution of language.

人类交流和文化的进化是我们在试图理解人类进化过程中所面临的最重要、也是最具挑战性的问题之一。本文探讨了人类交流和文化理论的两个框架,即杰肯多夫的人类语言能力平行架构和记忆学的文化进化框架。其目的在于说明这两个框架在某些重要的理论方面具有独特的互补性。特别是,"平行结构 "对词汇的解释极大地扩展了 "记忆学说 "所能涵盖的语言现象的范围(例如,从单词到结构和纯粹的句法规则)。同时,以 "记忆体的视角 "来看待词典,也重新完善了并行结构对语言起源及其后的文化演变的处理。
{"title":"Memetics and the Parallel Architecture.","authors":"Ronald J Planer","doi":"10.1111/tops.12735","DOIUrl":"https://doi.org/10.1111/tops.12735","url":null,"abstract":"<p><p>The evolution of human communication and culture is among the most significant-and challenging-questions we face in attempting to understand the evolution of our species. This article takes up two frameworks for theorizing about human communication and culture, namely, Jackendoff's Parallel Architecture of the human language faculty, and the cultural evolutionary framework of Memetics. The aim is to show that the two frameworks uniquely complement one another in some theoretically important ways. In particular, the Parallel Architecture's account of the lexicon significantly expands the range of linguistic phenomena that are plausibly covered by Memetics (e.g., from words to constructions and pure rules of syntax). At the same time, taking a \"meme's-eye-view\" of the lexicon retools the Parallel Architecture's treatment of the origins and subsequent cultural evolution of language.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140904941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural Generative Models and the Parallel Architecture of Language: A Critical Review and Outlook 神经生成模型与语言的并行结构:批判性评论与展望
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-04-18 DOI: 10.1111/tops.12733
Giulia Rambelli, Emmanuele Chersoni, Davide Testa, Philippe Blache, Alessandro Lenci
According to the parallel architecture, syntactic and semantic information processing are two separate streams that interact selectively during language comprehension. While considerable effort is put into psycho‐ and neurolinguistics to understand the interchange of processing mechanisms in human comprehension, the nature of this interaction in recent neural Large Language Models remains elusive. In this article, we revisit influential linguistic and behavioral experiments and evaluate the ability of a large language model, GPT‐3, to perform these tasks. The model can solve semantic tasks autonomously from syntactic realization in a manner that resembles human behavior. However, the outcomes present a complex and variegated picture, leaving open the question of how Language Models could learn structured conceptual representations.
根据并行结构,句法和语义信息处理是两个独立的信息流,在语言理解过程中有选择地相互作用。虽然心理语言学和神经语言学投入了大量精力来理解人类理解过程中处理机制的相互影响,但在最近的神经大语言模型中,这种相互作用的性质仍然难以捉摸。在本文中,我们重温了有影响力的语言学和行为学实验,并评估了大型语言模型 GPT-3 执行这些任务的能力。该模型能以类似人类行为的方式自主解决语义任务和句法实现问题。然而,实验结果却呈现出复杂多变的局面,这也为语言模型如何学习结构化概念表征留下了悬念。
{"title":"Neural Generative Models and the Parallel Architecture of Language: A Critical Review and Outlook","authors":"Giulia Rambelli, Emmanuele Chersoni, Davide Testa, Philippe Blache, Alessandro Lenci","doi":"10.1111/tops.12733","DOIUrl":"https://doi.org/10.1111/tops.12733","url":null,"abstract":"According to the parallel architecture, syntactic and semantic information processing are two separate streams that interact selectively during language comprehension. While considerable effort is put into psycho‐ and neurolinguistics to understand the interchange of processing mechanisms in human comprehension, the nature of this interaction in recent neural Large Language Models remains elusive. In this article, we revisit influential linguistic and behavioral experiments and evaluate the ability of a large language model, GPT‐3, to perform these tasks. The model can solve semantic tasks autonomously from syntactic realization in a manner that resembles human behavior. However, the outcomes present a complex and variegated picture, leaving open the question of how Language Models could learn structured conceptual representations.","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":"11 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140626375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
One Size Does Not Fit All: Idiographic Computational Models Reveal Individual Differences in Learning and Meta‐Learning Strategies 一刀切:成语计算模型揭示学习和元学习策略的个体差异
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-04-03 DOI: 10.1111/tops.12730
Theodros M. Haile, Chantel S. Prat, Andrea Stocco
Complex skill learning depends on the joint contribution of multiple interacting systems: working memory (WM), declarative long‐term memory (LTM) and reinforcement learning (RL). The present study aims to understand individual differences in the relative contributions of these systems during learning. We built four idiographic, ACT‐R models of performance on the stimulus‐response learning, Reinforcement Learning Working Memory task. The task consisted of short 3‐image, and long 6‐image, feedback‐based learning blocks. A no‐feedback test phase was administered after learning, with an interfering task inserted between learning and test. Our four models included two single‐mechanism RL and LTM models, and two integrated RL‐LTM models: (a) RL‐based meta‐learning, which selects RL or LTM to learn based on recent success, and (b) a parameterized RL‐LTM selection model at fixed proportions independent of learning success. Each model was the best fit for some proportion of our learners (LTM: 68.7%, RL: 4.8%, Meta‐RL: 13.25%, bias‐RL:13.25% of participants), suggesting fundamental differences in the way individuals deploy basic learning mechanisms, even for a simple stimulus‐response task. Finally, long‐term declarative memory seems to be the preferred learning strategy for this task regardless of block length (3‐ vs 6‐image blocks), as determined by the large number of subjects whose learning characteristics were best captured by the LTM only model, and a preference for LTM over RL in both of our integrated‐models, owing to the strength of our idiographic approach.
复杂技能的学习取决于多个相互作用系统的共同贡献:工作记忆(WM)、陈述性长期记忆(LTM)和强化学习(RL)。本研究旨在了解学习过程中这些系统相对贡献的个体差异。我们针对刺激-反应学习、强化学习工作记忆任务的表现建立了四种ACT-R模型。该任务由短的 3 个图像和长的 6 个图像组成,以反馈为基础。学习后进行无反馈测试,在学习和测试之间插入干扰任务。我们的四个模型包括两个单一机制的 RL 和 LTM 模型,以及两个综合的 RL-LTM 模型:(a)基于 RL 的元学习,即根据最近的成功案例选择 RL 或 LTM 进行学习;(b)参数化的 RL-LTM 选择模型,其固定比例与学习成功与否无关。对于我们的学习者中的一部分人来说,每种模型都是最合适的(LTM:68.7%,RL:4.8%,Meta-RL:13.25%,bias-RL:13.25%),这表明个体部署基本学习机制的方式存在根本差异,即使对于简单的刺激-反应任务也是如此。最后,无论图块长度如何(3 个图块与 6 个图块),长期陈述性记忆似乎都是这项任务的首选学习策略,这一点可以从大量受试者的学习特征被仅有的 LTM 模型所最好地捕捉到,以及由于我们的成因分析方法的优势,在我们的两个综合模型中,LTM 比 RL 更受青睐这两点得到证实。
{"title":"One Size Does Not Fit All: Idiographic Computational Models Reveal Individual Differences in Learning and Meta‐Learning Strategies","authors":"Theodros M. Haile, Chantel S. Prat, Andrea Stocco","doi":"10.1111/tops.12730","DOIUrl":"https://doi.org/10.1111/tops.12730","url":null,"abstract":"Complex skill learning depends on the joint contribution of multiple interacting systems: working memory (WM), declarative long‐term memory (LTM) and reinforcement learning (RL). The present study aims to understand individual differences in the relative contributions of these systems during learning. We built four idiographic, ACT‐R models of performance on the stimulus‐response learning, Reinforcement Learning Working Memory task. The task consisted of short 3‐image, and long 6‐image, feedback‐based learning blocks. A no‐feedback test phase was administered after learning, with an interfering task inserted between learning and test. Our four models included two single‐mechanism RL and LTM models, and two integrated RL‐LTM models: (a) RL‐based meta‐learning, which selects RL or LTM to learn based on recent success, and (b) a parameterized RL‐LTM selection model at fixed proportions independent of learning success. Each model was the best fit for some proportion of our learners (LTM: 68.7%, RL: 4.8%, Meta‐RL: 13.25%, bias‐RL:13.25% of participants), suggesting fundamental differences in the way individuals deploy basic learning mechanisms, even for a simple stimulus‐response task. Finally, long‐term declarative memory seems to be the preferred learning strategy for this task regardless of block length (3‐ vs 6‐image blocks), as determined by the large number of subjects whose learning characteristics were best captured by the LTM only model, and a preference for LTM over RL in both of our integrated‐models, owing to the strength of our idiographic approach.","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":"81 1","pages":""},"PeriodicalIF":3.0,"publicationDate":"2024-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140570117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conspiracy Theory as Individual and Group Behavior: Observations from the Flat Earth International Conference. 作为个人和群体行为的阴谋论:来自平地国际会议的观察。
IF 3 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL Pub Date : 2024-04-01 Epub Date: 2023-05-18 DOI: 10.1111/tops.12662
Philip M Fernbach, Jonathan E Bogard

Conspiratorial thinking has been with humanity for a long time but has recently grown as a source of societal concern and as a subject of research in the cognitive and social sciences. We propose a three-tiered framework for the study of conspiracy theories: (1) cognitive processes, (2) the individual, and (3) social processes and communities of knowledge. At the level of cognitive processes, we identify explanatory coherence and faulty belief updating as critical ideas. At the level of the community of knowledge, we explore how conspiracy communities facilitate false belief by promoting a contagious sense of understanding, and how community norms catalyze the biased assimilation of evidence. We review recent research on conspiracy theories and explain how conspiratorial thinking emerges from the interaction of individual and group processes. As a case study, we describe observations the first author made while attending the Flat Earth International Conference, a meeting of conspiracy theorists who believe the Earth is flat. Rather than treating conspiracy belief as pathological, we take the perspective that is an extreme outcome of common cognitive processes.

阴谋论思想与人类相伴已久,但近来已逐渐成为社会关注的焦点以及认知科学和社会科学的研究课题。我们提出了一个研究阴谋论的三层框架:(1) 认知过程,(2) 个人,(3) 社会过程和知识群体。在认知过程层面,我们将解释一致性和错误信念更新确定为关键观点。在知识社群层面,我们探讨了阴谋社群如何通过促进一种传染性的理解感来促进错误信念,以及社群规范如何催化对证据的偏颇吸收。我们回顾了最近关于阴谋论的研究,并解释了阴谋论思维是如何从个人和群体的互动过程中产生的。作为一个案例研究,我们描述了第一作者在参加 "平地球国际会议 "时的观察,这是一个由相信地球是平的阴谋论者组成的会议。我们并没有把阴谋论信仰视为病态,而是认为这是普通认知过程的极端结果。
{"title":"Conspiracy Theory as Individual and Group Behavior: Observations from the Flat Earth International Conference.","authors":"Philip M Fernbach, Jonathan E Bogard","doi":"10.1111/tops.12662","DOIUrl":"10.1111/tops.12662","url":null,"abstract":"<p><p>Conspiratorial thinking has been with humanity for a long time but has recently grown as a source of societal concern and as a subject of research in the cognitive and social sciences. We propose a three-tiered framework for the study of conspiracy theories: (1) cognitive processes, (2) the individual, and (3) social processes and communities of knowledge. At the level of cognitive processes, we identify explanatory coherence and faulty belief updating as critical ideas. At the level of the community of knowledge, we explore how conspiracy communities facilitate false belief by promoting a contagious sense of understanding, and how community norms catalyze the biased assimilation of evidence. We review recent research on conspiracy theories and explain how conspiratorial thinking emerges from the interaction of individual and group processes. As a case study, we describe observations the first author made while attending the Flat Earth International Conference, a meeting of conspiracy theorists who believe the Earth is flat. Rather than treating conspiracy belief as pathological, we take the perspective that is an extreme outcome of common cognitive processes.</p>","PeriodicalId":47822,"journal":{"name":"Topics in Cognitive Science","volume":" ","pages":"187-205"},"PeriodicalIF":3.0,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9480646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Topics in Cognitive Science
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1