How Sharp is Occam's Razor? Language Statistics in Cognitive Processing
نویسندگان
چکیده
According to the dominant view in cognitive science, language processing requires perceptual simulation of symbols. Various experiments have shown that words that share a perceptual relationship are processed faster. We have proposed an alternative view in which perceptual cues are encoded in language. However, experiments supporting perceptual simulation or language statistics have focused on concept words. It remains therefore unclear whether the evidence found for language statistics might actually just be evidence for perceptual simulations. We presented subjects with lexical items as well as stimuli unlikely to be represented in the perceptual world: grammatical items. Results showed that response times to lexical items could be explained by a statistical linguistic approach and a perceptual simulation approach, supporting both perceptual and symbolic accounts. Results for the responses to grammatical items were explained by statistical linguistic information but not by a perceptual simulation account, raising questions about the principle of parsimony.
منابع مشابه
Occam's Razor in sensorimotor learning.
A large number of recent studies suggest that the sensorimotor system uses probabilistic models to predict its environment and makes inferences about unobserved variables in line with Bayesian statistics. One of the important features of Bayesian statistics is Occam's Razor--an inbuilt preference for simpler models when comparing competing models that explain some observed data equally well. He...
متن کاملAnatomy is Symmetry's Best Friend: Re ections on Modeling Baylis and Driver
An aptitude for the detection of bilateral symmetry is a fairly prominent aspect of the human visual system. Knowledge of the reasons behind this facility is not so well established, however. Some of the behavioral data indicates that processing of symmetric and non-symmetric stimuli is undertaken in two wholly di erent manners (i.e. serial versus parallel). However, the interpretation of this ...
متن کاملSlashing Metaphor with Occam’s Razor
We argue that, from the perspective of a language-endowed social intelligent agent, processing metaphor – and figurative language in general – is an epiphenomenon of an agent’s ability to learn lexical senses on the fly and to postpone or disregard analysis of parts of input without compromising its functioning. This work is a step toward developing an explanatory theory of why people often ope...
متن کاملOccam's Two Razors: The Sharp and the Blunt
Occam’s razor has been the subject of much controversy. This paper argues that this is partly because it has been interpreted in two quite different ways, the first of which (simplicity is a goal in itself) is essentially correct, while the second (simplicity leads to greater accuracy) is not. The paper reviews the large variety of theoretical arguments and empirical evidence for and against th...
متن کاملWords and the World: Predictive Coding and the Language-Perception-Cognition Interface
Can what we know change what we see? Does language affect cognition and perception? The last few years have seen increased attention to these seemingly disparate questions, but with little theoretical advance. We argue that substantial clarity can be gained by considering these questions through the lens of predictive processing, a framework in which mental representations—from the perceptual t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015