No escape from morphemes in morphological processing

A. Marantz
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引用次数: 85

Abstract

Any approach to understanding morphological processing must begin with assumptions about the role of morphemes in linguistic representations. Contemporary linguistic theory proposes that such representations are centred on a syntactic organisation of morphemes, where a morpheme is an abstract syntactic unit that finds an interpretation in form and in meaning. From the linguist's perspective, then, morphological processing falls together with syntactic processing, and both involve the central exploitation of a grammar of morphemes. Recent computational work has challenged this perspective, proposing instead that morphological structure emerges from the acquisition of form/meaning connections. Here we show that these challenges to the role of morphemes in word and sentence processing rest on a misunderstanding of the morpheme within linguistic theory. Once we understand the notion of a morpheme and its explanatory role within linguistic theory, we can see that apparent challenges to the morpheme, rather than dispensing with the morpheme in the architecture of linguistic representations, always in fact presuppose a syntactic structure of morphemes as the unlearned input to language learning models. Since computational modelling is indispensable for work connecting theories of linguistic representation to theories of (morphological) processing, it is crucial that those constructing computational models appreciate why there is no escape from morphemes in morphological processing.
词素在形态加工中不可避免
任何理解词素加工的方法都必须从假设语素在语言表征中的作用开始。当代语言学理论提出,这些表征集中在语素的句法组织上,语素是一个抽象的句法单位,在形式和意义上都有解释。从语言学家的角度来看,形态处理和句法处理是一起的,两者都涉及对语素语法的核心利用。最近的计算工作挑战了这一观点,提出形态结构来自于形式/意义联系的获取。在这里,我们表明这些对语素在单词和句子处理中的作用的挑战是基于语言学理论中对语素的误解。一旦我们理解了语素的概念及其在语言理论中的解释作用,我们就可以看到,语素面临的明显挑战,而不是在语言表征的架构中抛弃语素,实际上总是预设语素的句法结构作为语言学习模型的非习得输入。由于计算建模对于将语言表征理论与(形态学)处理理论联系起来的工作是不可或缺的,因此,那些构建计算模型的人理解为什么在形态学处理中没有逃避语素是至关重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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