A Bootstrapping Model of Frequency and Context Effects in Word Learning

Prior research has shown that people can learn many nouns (i.e., word–object mappings) from a short series of ambiguous situations containing multiple words and objects. For successful cross‐situational learning, people must approximately track which words and referents co‐occur most frequently. This study investigates the effects of allowing some word‐referent pairs to appear more frequently than others, as is true in real‐world learning environments. Surprisingly, high‐frequency pairs are not always learned better, but can also boost learning of other pairs. Using a recent associative model (Kachergis, Yu, & Shiffrin, 2012), we explain how mixing pairs of different frequencies can bootstrap late learning of the low‐frequency pairs based on early learning of higher frequency pairs. We also manipulate contextual diversity, the number of pairs a given pair appears with across training, since it is naturalistically confounded with frequency. The associative model has competing familiarity and uncertainty biases, and their interaction is able to capture the individual and combined effects of frequency and contextual diversity on human learning. Two other recent word‐learning models do not account for the behavioral findings.     

The effect of spatial frequency information and visual similarity in threat detection

In the current research, we sought to examine the role of spatial frequency on the detection of threat using a speeded visual search paradigm. Participants searched for threat-relevant (snakes or spiders) or non-threat-relevant (frogs or cockroaches) targets in an array of neutral (flowers or mushrooms) distracters, and we measured search performance with images filtered to contain different levels (high and low) of spatial frequency information. The results replicate previous work demonstrating more rapid detection of threatening versus non-threatening stimuli [e.g. LoBue, V. & DeLoache, J. S. (2008). Detecting the snake in the grass: Attention to fear-relevant stimuli by adults and young children. Psychological Science, 19, 284–289. doi:10.1111/j.1467-9280.2008.02081.x]. Most importantly, the results suggest that low spatial frequency or relatively coarse levels of visual information is sufficient for the rapid and accurate detection of threatening stimuli. Furthermore, the results also suggest that visual similarity between the stimuli used in the search tasks plays a significant role in speeded detection. The results are discussed in terms of the theoretical implications for the rapid detection of threat and methodological implications for properly accounting for similarity between the stimuli in visual search studies.     

任务与字频对汉字情绪启动反转效应的影响

本研究使用ERP技术对比了效价判断与真假字判断两种任务形式下的汉字情绪启动效应。结果发现,在效价判断任务中高频目标字出现情绪启动的反转效应,效价不一致比一致条件下反应时短,诱发了较大的P200;低频目标字出现情绪启动的一致性效应,效价一致比不一致条件下反应时短,诱发了较大的P200与N400。真假字判断任务中高频和低频目标字均出现情绪启动的一致性效应。情绪启动的反转效应依赖于刺激材料的可通达性与注意导向,启动字与目标字的反应竞争关系导致了情绪启动的反转效应。     

Proportional reasoning,framing effects,and affirmative action: Is six of one really half a dozen of another in university admissions?

People often reason proportionally, perceiving fixed outcomes as larger or smaller depending upon the reference condition. Thus, for policies affecting individuals, presenting data as percentages rather than frequencies can alter perceived effects on high versus low base rate group members, even though identical numbers of individuals in each group are affected. Such numerical framing effects were explored through a case analysis of public debates over race-conscious selection policies and through experimental manipulations employing a race-conscious university admissions scenario. Undergraduates (N = 193) received data reporting the expected impact on black and white student enrollment resulting from a university shift to race-neutral admissions. Compared to those encountering percentages or proportions, participants receiving identical information expressed as frequencies revealed a predicted greater preference for race-neutral or “race blind” admissions. Structural equation analysis supported a model in which perceived impact and fairness mediated the relationship between format and endorsement of race-neutral admissions.     

汉字义符在汉语动作动词意义认知中的作用

通过4个实验,探讨汉字义符在汉语动作动词意义认知中的作用。实验1探讨汉字义符对认知动作动词的动作器官意义的影响。结果表明,当义符与动作器官一致时,会促进对动作动词的动作器官意义的认知;当义符与动作器官不一致时,会抑制对动作动词的动作器官意义的认知。实验2探讨汉字义符对认知动作动词的动作工具意义的影响。结果表明,当义符与动作工具一致时,会促进对动作动词的动作工具意义的认知;当义符与动作工具不一致或无关时,会抑制对动作动词的动作工具意义的认知。实验3探讨汉字义符的作用是否随词频而变化。结果表明,当义符与动作器官一致时,对高频词和低频词动作器官意义的认知不存在显著差异;不一致时,对高频词动作器官意义的认知比对低频词快。实验4探讨汉字义符与动作器官是否一致对具体性不同的动作动词的动作器官意义认知的影响。结果表明,当义符与动作器官一致时,对具体性高的词和具体性低的词的动作器官意义的认知不存在显著差异;不一致时,对具体性高的词的动作器官意义的认知比对具体性低的词快。整个研究表明,汉语动词的结构特点影响对动作动词的动作器官或动作工具意义的认知。     

汉语短时识别中的偏好效应

使用2-AFC任务,对汉语短时识别中的偏好效应进行研究。结果表明：汉语识别中存在偏好效应;偏好效应受词频变化的影响,高频时有更大的偏好效应;本实验的偏好效应不受启动词加工水平的影响,说明它是在一种纯的内隐记忆条件下产生的。     

大学生上网行为与人格特质相关性研究

通过对287名在校大学生的上网情况的调查和卡特尔人格测试,探讨大学生上网的频度和对互联网内容的偏好与人格特质的相关性。研究结果表明:(1)高频上网大学生与低频上网大学生在人格特质上有显著性差异。(2)对互联网内容的偏好与人格特质有显著相关。(3)稳定性对信息类和技术类内容偏好的预测作用最大,乐群性和忧虑性对休闲类内容偏好的预测作用最大,敢为性和幻想性对刺激类内容偏好的预测作用最大。     

主题信息合理性、语境意义偏向性对汉语歧义句意义建构的影响

两个实验以合理型主题信息条件下的句子为对照材料．其它型主题信息条件下的句子为实验材料,考察合理型和非合理型主题信息条件下汉语歧义句意义建构的时间进程和特点。结果表明：(1)合理型主题信息可以顺利地建构一个稳定的基础心理表征;不合理型主题信息则没有这种效应;矛盾型主题信息则引导读者重构一个新的心理表征。(2)在合理型主题信息条件下,语境主要起到证实主题信息区和歧义区所建构的基础表征的作用;而在不合理型、矛盾型主题信息的条件下,语境的作用首先是验证所建构的基础心理表征和歧义句的意义频率,然后有效建构歧义句的意义。     

互联网内容偏好与大学生人格特质关系的研究

本研究对2034名在校大学生的上网情况和人格特质进行测试,探讨大学生网络内容偏好程度与接触频率的关系以及不同人格特质的大学生在互联网内容的偏好上是否有显著性差异。结果表明：(1)接触频率最高的是聊天内容,最低的是网上购物,男生显著高于女生的是游戏类内容,女生显著高于男生的是聊天类内容。(2)不同人格特质的大学生在内容偏好上存在显著差异。     

Lexical processing while deciding what task to perform: reading aloud in the context of the task set paradigm

The results of two experiments provide the first direct demonstration that subjects can process a word lexically despite concurrently being engaged in decoding a task cue telling them which of two tasks to perform. These results, taken together with others, point to qualitative differences between the mind‘s ability to engage in lexical versus sublexical processing during the time they are engaged with other tasks. The emerging picture is one in which some form of resource(s) plays little role during lexical processing whereas the need for some form of resource(s) during sublexical processing serves to bottleneck performance.