Complexity of symbolic representation in working memory of Transformer correlates with the complexity of a task

Even though Transformers are extensively used for Natural Language Processing tasks, especially for machine translation, they lack an explicit memory to store key concepts of processed texts. This paper explores the properties of the content of symbolic working memory added to the Transformer model decoder. Such working memory enhances the quality of model predictions in machine translation task and works as a neural-symbolic representation of information that is important for the model to make correct translations. The study of memory content revealed that translated text keywords are stored in the working memory, pointing to the relevance of memory content to the processed text. Also, the diversity of tokens and parts of speech stored in memory correlates with the complexity of the corpora for machine translation task.     

儿童运动视觉表象操作水平的发展及影响因素

采用计算机软件控制实验,以暴露运动一段行程后进入遮蔽的光点为刺激物,光点以三种不同运动速度、三种不同运动行距组合呈现,要求儿童判断光点到达目标位置时按键反应。结果表明：5—19岁儿童运动视觉表象操作水平的发展存在5一8岁、11—14岁两个加速期;客体运动速度对运动视觉表象操作绩效有显著影响,5、8、11岁组快速较中速下．5．8岁组中速较慢速下操作准确性均有显著降低;客体运动行距对运动视觉表象操作绩效也有显著的影响．5、8、11岁组右目标位置下较中目标位置下操作准确性显著降低;性别对运动视觉表象操作水平无显著影响。     

Mattering at the Intersection of Psychology,Philosophy, and Politics

Mattering is an ideal state of affairs consisting of two complementary psychological experiences: feeling valued and adding value. Human beings can feel valued by, and add value to, self, others, work, and community. To make sure that the need for mattering is fulfilled, we must balance feeling valued with adding value. Moreover, we must balance adding value to self with adding value to others. Unfortunately, the dominant neoliberal philosophy does not support the values required to ensure the experience of mattering. Whereas a healthy and fair society would require equilibrium among values for personal, relational, and collective well-being, the dominant philosophy in many parts of the world favors personal at the expense of relational and collective values. Neoliberal economic and social policies have resulted in diminished sense of mattering for millions of people. Some people respond to cultural pressures to achieve higher status by becoming depressive or aggressive. Some marginalized groups, in turn, support xenophobic, nationalistic, and populist policies in an effort to regain a sense of mattering. To make sure that everyone matters, we must align the psychology, philosophy, and politics of mattering. The political struggle for a just and equitable distribution of mattering takes place in social movements and the policy arena. The perils and promises of these efforts are considered.     

Thoughts on representation in therapy of Holocaust survivors1

This paper presents the problems of representation and lack of representation in treating Holocaust survivors, through clinical vignettes and various theoreticians. The years of Nazi persecution and murder brought about a destruction of symbolization and turning inner and external reality into the Thing itself, the concrete, or, in Lacan’s words, ‘The Thing’. The paper presents two ideas related to praxis as well as theory in treating Holocaust survivors: the first is related to the therapist’s treatment of the Holocaust nightmare expressing the traumatic events just as they happened 63 years previously; the second deals with the attempt at subjectification, in contrast to the objectification forced by the Nazis on their victims.     

Préservation d’une image positive de soi dans un cadre de vie « à risque »

According to social identity theory (Tajfel, 1972), individual try to maintain a positive self-image. Places at which he/she is attached contribute to identity building (Proshansky et al., 1983; Twigger-Ross & Uzzell, 1996). Therefore, individual will try to maintain a positive a positive and stable image of such places. Our study is interested in what is the representation of their living area for individuals living in coastal area considered as exposed to erosion/flood risk, and attached to it. We are focused on how this representation influences their perception to coastal risk. We assume that individual attached to a place which he/she consider as “at risk” will put in place a strategy to preserve the positive image of this place and of himself/herself. Analyzing answers to a questionnaire, results demonstrate that individuals considering a place which they are attached as “at risk” mitigate the danger impact on that space. Thus, they conciliate probability of such negative event on place which they identifying themselves with positive image of this place and, by extension, of themselves.     

In which direction to move? Facilitative and interference effects of gestures on problem solver's thinking

Recent research shows that co-speech gestures can influence gesturers’ thought. This line of research suggests that the influence of gestures is so strong, that it can wash out and reverse an effect of learning. We argue that these findings need a more robust and ecologically valid test, which we provide in this article. Our results support the claim that gestures not only reflect information in our mental representations, but can also influence gesturer's thought by adding action information to one's mental representation during problem solving (Tower of Hanoi). We show, however, that the effect of gestures on subsequent performance is not as strong as previously suggested. As opposed to what previous research indicates, gestures' facilitative effect through learning was not nullified by the potentially interfering effect on subsequent problem-solving performance of incompatible gestures. To conclude, using gestures during problem solving seems to provide more benefits than costs for task performance.     

Excitatory and inhibitory priming by attended and ignored non-recycled words with monolinguals and bilinguals

Experiments examining identity priming from attended and ignored novel words (words that are used only once except when repetition is required due to experimental manipulation) in a lexical decision task are reported. Experiment 1 tested English monolinguals whereas Experiment 2 tested Twi (a native language of Ghana, Africa)-English bilinguals. Participants were presented with sequential pairs of stimuli composed of a prime followed by a probe, with each containing two items. The participants were required to name the target word in the prime display, and to make a lexical decision to the target item in the probe display. On attended repetition (AR) trials the probe target item was identical to the target word on the preceding attentional display. On ignored repetition (IR) trials the probe target item was the same as the distractor word in the preceding attentional display. The experiments produced facilitated (positive) priming in the AR trials and delayed (negative) priming in the IR trials. Significantly, the positive and negative priming effects also replicated across both monolingual and bilingual groups of participants, despite the fact that the bilinguals were responding to the task in their non-dominant language.     

The Value of Sacrifices

ABSTRACT

Most authors who discuss the normative impact of sacrifices do so with regards to the impact that a sacrifice can have on the practical reasons of the agent who makes it. A different and underappreciated phenomenon of sacrifices is their other-regarding normative impact: the sacrifice of person A can have an impact on the practical reasons of person B, either by generating practical reasons for B to act in certain ways or by intensifying existing reasons of B for specific courses of action. This paper asks when and why sacrifices have such other-regarding normative impact and argues that sacrifices can have other-regarding normative impact because sacrifices can be intrinsically good. The intrinsic value of sacrifices is explained by the recursive account of value: sacrifices are intrinsically good if and because they are appropriate responses to intrinsic values, and appropriate responses to intrinsic values are themselves intrinsically good. Furthermore, sacrifices are difficult to make, and successful pursuit in difficult activities can also be intrinsically good.     

Investigating Individual Differences in Toddler Search with Mixture Models

Children's performance on cognitive tasks is often described in categorical terms in that a child is described as either passing or failing a test, or knowing or not knowing some concept. We used binomial mixture models to determine whether individual children could be classified as passing or failing two search tasks, the DeLoache model room task and the Berthier et al. door task. The data support categorical classification of the children and suggest that the increase in average proportion correct with age is the result of an increasing proportion of children who can solve the tasks. Performance on the two tasks was concordant, and improving performance could be due to advances in a single psychological ability, such as cognitive control. Copyright © 2014 John Wiley & Sons, Ltd.