Topics in semantic representation

Processing language requires the retrieval of concepts from memory in response to an ongoing stream of information. This retrieval is facilitated if one can infer the gist of a sentence, conversation, or document and use that gist to predict related concepts and disambiguate words. This article analyzes the abstract computational problem underlying the extraction and use of gist, formulating this problem as a rational statistical inference. This leads to a novel approach to semantic representation in which word meanings are represented in terms of a set of probabilistic topics. The topic model performs well in predicting word association and the effects of semantic association and ambiguity on a variety of language-processing and memory tasks. It also provides a foundation for developing more richly structured statistical models of language, as the generative process assumed in the topic model can easily be extended to incorporate other kinds of semantic and syntactic structure.     

Genetic and environmental influences on the positive traits of the values in action classification,and biometric covariance with normal personality

Virtually all human individual differences have been shown to be moderately heritable. Much of this research, however, focuses on measures of dysfunctional behavior and relatively fewer studies have focused on positive traits. The values in action (VIA) project is a comprehensive and ambitious classification of 24 positive traits, also known as character strengths (Peterson, C., & Seligman, M. E. P. (2004). Character strengths and virtues: A handbook and classification. Washington, DC: American Psychological Association), the majority of which have received no behavior genetic attention. Using a sample of 336 middle-aged twins drawn from the Minnesota Twin Registry who completed the VIA inventory of strengths, we detected significant genetic and non-shared environmental effects for 21 of 24 character strengths with little evidence of shared environmental contributions. Associations with a previously administered measure of normal personality found moderate phenotypic overlap and that genetic influences on personality traits could account for most, but not all, of the heritable variance in character strengths.     

Impulsivity and emotion dysregulation in Borderline Personality Disorder

This study examined the association of borderline personality disorder (BPD) and negative emotional states with impulsivity in the laboratory. Undergraduate participants who were high in BPD features (high-BPD; n = 39) and controls who were low in BPD features (low-BPD; n = 56) completed measures of negative emotional state before a laboratory measure of impulsivity--a passive avoidance learning task. Controlling for psychopathology, high-BPD participants committed a greater number of impulsive responses than did low-BPD participants. Negative emotional state moderated the effect of BPD on impulsive responses. High-BPD participants who were in a negative emotional state committed fewer impulsive responses than high-BPD participants who were low in negative emotional state. Fear, nervousness, and shame negatively correlated with impulsivity among high-BPD participants but not among low-BPD participants. In addition, high-BPD participants reported greater emotion dysregulation in a variety of domains, compared with low-BPD participants.     

Trustworthiness and Moral Character

Why are people trustworthy? I argue for two theses. First, we cannot explain many socially important forms of trustworthiness solely in terms of the instrumentally rational seeking of one’s interests, in response to external sanctions or rewards. A richer psychology is required. So, second, possession of moral character is a plausible explanation of some socially important instances when people are trustworthy. I defend this conclusion against the influential account of trust as ‘encapsulated interest’, given by Russell Hardin, on which most trustworthiness is explained by the interest of continuing relationship.     

Gender Differences in the Association of Intimate Partner Violence and Relationship Values among College Students

Although research has indicated that cognitions and situational factors play a role in relationship satisfaction and aggression, few studies have investigated the association between intimate partner violence (IPV) and relationship values. We addressed this gap by measuring college students’ perpetration of and victimization by four types of IPV; namely, physical violence, sexual violence, threats, and psychological aggression over the past year. One-way ANOVAs and multiple regression analyses were used to measure the association between IPV and the endorsement of relationship values. The results suggest that past IPV perpetration and victimization correlated with the current endorsement of relationship values for males more than females. In general, male perpetrators rated relationship values such as security, investment, others’ approval, and daily conflict as less important than non-perpetrators. Although male victimization explained significant variance in security, investment, and others’ approval, the results were somewhat mixed as to whether victimization related to higher or lower ratings of relationship values, with the majority of the results suggesting an inverse correlation between relationship value endorsement and IPV experience. Future research can investigate mediating factors in the relationship between IPV and relationship value endorsement, as well as look at how IPV and relationship values influence decisions concerning relationship maintenance.     

The Atheist Surge: Faith in Science,Secularism, and Atheism

This essay examines the recent publication of seven books that attack faith, belief, and religion and affirm atheism; inquires why they are appearing now; explores the meaning of atheism; and examines the history of atheism in the Western tradition. It is suggested that all people have worldviews (whether they are aware of them or not), including the atheists, and that cases can be made for most worldviews, but that no worldview can be proven to anyone who does not already affirm it. Therefore atheists are in the same situation as believers in other worldviews.     

Southern Culture and Homicide: Examining the Cracker Culture/Black Rednecks Thesis

Recent scholarship traces the roots of southern violence to the Scots-Irish, who brought a relatively violent “cracker culture” with them to the United States in the eighteenth century. The tolerance for violence inherent in cracker culture was believed to be transmitted throughout the south to other whites and was maintained, in part, through evangelical Christian doctrine. Moreover, Thomas Sowell (2005) recently argued that some southern blacks were also influenced by “cracker culture,” leading to the emergence of a “black redneck” phenomenon influencing homicide among blacks. Using county-level data circa 2000, this study empirically evaluates the merit of the cracker culture/black redneck thesis. Negative binomial regression analyses for a full sample of counties suggest that a measure of southern cracker/black redneck culture is an important factor affecting contemporary rates of argument homicide among both whites and blacks. When counties are divided into south and non-south sub-samples, the results are also consistent: a cracker/black redneck culture effect is evident for both racial groups in the south, and is also apparent outside of the southern region. We interpret these latter findings as possible support for the thesis that southern cracker/black redneck culture has been transported through migration to non-southern localities.