A probabilistic computational model of cross-situational word learning

Words are the essence of communication: They are the building blocks of any language. Learning the meaning of words is thus one of the most important aspects of language acquisition: Children must first learn words before they can combine them into complex utterances. Many theories have been developed to explain the impressive efficiency of young children in acquiring the vocabulary of their language, as well as the developmental patterns observed in the course of lexical acquisition. A major source of disagreement among the different theories is whether children are equipped with special mechanisms and biases for word learning, or their general cognitive abilities are adequate for the task. We present a novel computational model of early word learning to shed light on the mechanisms that might be at work in this process. The model learns word meanings as probabilistic associations between words and semantic elements, using an incremental and probabilistic learning mechanism, and drawing only on general cognitive abilities. The results presented here demonstrate that much about word meanings can be learned from naturally occurring child-directed utterances (paired with meaning representations), without using any special biases or constraints, and without any explicit developmental changes in the underlying learning mechanism. Furthermore, our model provides explanations for the occasionally contradictory child experimental data, and offers predictions for the behavior of young word learners in novel situations.     

CRITICAL AFTERWORD

This Afterword looks back over both parts of the discussion of “God and the World of Signs”—“Semiotics and the Emergence of Life” in the previous issue of Zygon and “Semiotics and Theology” in this issue. Three central questions in this extended debate are identified: What is the nature of biological organisms and biological evolution? What is the relationship between the natural world and the Triune God of the Christian theological tradition? What should be the goals of Science/Religion Studies? I summarize the answers that Christopher Southgate and Andrew Robinson have given in their program and the challenges raised by their critics. Their strengths and weaknesses are assessed. In the conclusion I ask readers to imagine that this particular research program were to be taken as a model program in science‐and‐religion research (with some tweaking) and then consider the features of the program that could function as standards for scholars working in other areas of the dialogue.     

Why the brain needs language in order to be self-conscious

It has been argued that natural language, in the form of inner speech, plays a central role in self-consciousness. However, it is not quite clear why. In this paper, we present a novel answer to the why question. According to the thesis presented in this paper, the brain as a physical system is limited in observing itself and relies on the mediation of natural language for the reconstruction of its phase space trajectory. Drawing on knowledge gathered on the measurement of dynamical systems, we detail the unique properties of natural language that may support this reconstruction.     

医学书面语体的特征研究

以病历、医嘱、处方、检验报告、诊断学等教科书中书面语言为基础,对医学书面语体的内部结构和外部要素进行分析,认为医学书面语体作为一个相对新型的语体,在语词、句法、辞格和篇章等方面有显著的特征。还深入研究了这些特征与相关联的语言外部要素间联系。     

A retrospective longitudinal study of cognitive and language skills in poor reading comprehension

Fifty‐six specific poor reading comprehenders (SPRC) were selected in Grade 4 and retrospectively compared to good comprehenders at preschool (age 5) and at the end of kindergarten, Grade 1, and Grade 2. The results revealed deficits in vocabulary, grammar, verbal memory and early deficits in phonological awareness in most of the SPRC sample, beginning in preschool. The reading comprehension deficits in children with SPRC were not as marked in earlier assessments in Grade 1 and 2, probably because of the greater dependence on word decoding in reading comprehension in the early grades.     

Musical metaphors: Evidence for a spatial grounding of non-literal sentences describing auditory events

This study investigated whether the spatial terms high and low, when used in sentence contexts implying a non-literal interpretation, trigger similar spatial associations as would have been expected from the literal meaning of the words. In three experiments, participants read sentences describing either a high or a low auditory event (e.g., The soprano sings a high aria vs. The pianist plays a low note). In all Experiments, participants were asked to judge (yes/no) whether the sentences were meaningful by means of up/down (Experiments 1 and 2) or left/right (Experiment 3) key press responses. Contrary to previous studies reporting that metaphorical language understanding differs from literal language understanding with regard to simulation effects, the results show compatibility effects between sentence implied pitch height and response location. The results are in line with grounded models of language comprehension proposing that sensory motor experiences are being elicited when processing literal as well as non-literal sentences.     

空间-时间联合编码效应:表现、影响因素及其理论

空间?时间联合编码效应(spatial-temporal association of response codes effect,STEARC)是指时间的心里表征具有空间特性。这种时空关联现象具有多方向性、多通道性和不同文化背景下优势轴的差异性。影响这种现象的因素主要有阅读和书写习惯、语言、空间参考框架和情绪状态等。目前空间?时间联合编码效应的理论解释主要有隐喻构念观、具身理论、命题符号理论和知觉符号理论等。未来的研究需要进一步综合三条空间轴线,深入探讨空间?时间联合编码效应的影响因素及其神经生理机制。     

How the Learning Path and the Very Structure of a Multifloored Environment Influence Human Spatial Memory

Few studies have explored how humans memorize landmarks in complex multifloored buildings. They have observed that participants memorize an environment either by floors or by vertical columns, influenced by the learning path. However, the influence of the building’s actual structure is not yet known. In order to investigate this influence, we conducted an experiment using an object-in-place protocol in a cylindrical building to contrast with previous experiments which used rectilinear environments. Two groups of 15 participants were taken on a tour with a first person perspective through a virtual cylindrical three-floored building. They followed either a route discovering floors one at a time, or a route discovering columns (by simulated lifts across floors). They then underwent a series of trials, in which they viewed a camera movement reproducing either a segment of the learning path (familiar trials), or performing a shortcut relative to the learning trajectory (novel trials). We observed that regardless of the learning path, participants better memorized the building by floors, and only participants who had discovered the building by columns also memorized it by columns. This expands on previous results obtained in a rectilinear building, where the learning path favoured the memory of its horizontal and vertical layout. Taken together, these results suggest that both learning mode and an environment’s structure influence the spatial memory of complex multifloored buildings.