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核心的形式模型。

Formal Models at the Core.

机构信息

Laboratoire de Sciences Cognitives et Psycholinguistique (ENS - EHESS - CNRS), Département d'Etudes Cognitives, Ecole Normale Supérieure.

PSL University.

出版信息

Cogn Sci. 2023 Mar;47(3):e13267. doi: 10.1111/cogs.13267.

Abstract

The grammatical paradigm used to be a model for entire areas of cognitive science. Its primary tenet was that theories are axiomatic-like systems. A secondary tenet was that their predictions should be tested quickly and in great detail with introspective judgments. While the grammatical paradigm now often seems passé, we argue that in fact it continues to be as efficient as ever. Formal models are essential because they are explicit, highly predictive, and typically modular. They make numerous critical predictions, which must be tested efficiently; introspective judgments do just this. We further argue that the grammatical paradigm continues to be fruitful. Within linguistics, implicature theory is a recent example, with a combination of formal explicitness, modularity, and interaction with experimental work. Beyond traditional linguistics, the grammatical paradigm has proven fruitful in the study of gestures and emojis; literature ("Free Indirect Discourse"); picture semantics and comics; music and dance cognition; and even reasoning and concepts. We argue, however, that the grammatical paradigm must be adapted to contemporary cognitive science. Computational methods are essential to derive quantitative predictions from formal models (Bayesian pragmatics is an example). And data collection techniques offer an ever richer continuum of options, from introspective judgments to large-scale experiments, which makes it possible to optimize the cost/benefit ratio of the empirical methods that are chosen to test theories.

摘要

语法范式曾经是认知科学各个领域的典范。其主要原则是理论是公理式系统。次要原则是,它们的预测应该通过内省判断快速且详细地进行测试。尽管语法范式现在似乎已经过时,但我们认为,事实上,它仍然像以往一样高效。形式模型是必不可少的,因为它们是明确的、高度可预测的,并且通常是模块化的。它们做出了许多关键的预测,这些预测必须高效地进行测试;内省判断正是这样做的。我们进一步认为,语法范式仍然富有成效。在语言学中,含意理论是一个最近的例子,它结合了形式的明确性、模块性以及与实验工作的交互作用。在传统语言学之外,语法范式在手势和表情符号的研究中已经被证明是富有成效的;文学(“自由间接话语”);图片语义和漫画;音乐和舞蹈认知;甚至推理和概念。然而,我们认为语法范式必须适应当代认知科学。计算方法对于从形式模型中得出定量预测是必不可少的(贝叶斯语用学就是一个例子)。并且数据收集技术提供了从内省判断到大规模实验的更丰富的选择范围,这使得选择用于测试理论的经验方法的成本/收益比得以优化成为可能。

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