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A Usage-Based Model of Early Grammatical Development

机译:基于用法的早期语法发展模型

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The representations and processes yielding the limited length and telegraphic style of language production early on in acquisition have received little attention in ac-quisitional modeling. In this paper, we present a model, starting with minimal linguistic representations, that incrementally builds up an inventory of increasingly long and abstract grammatical representations (form+meaning pairings), in line with the usage-based conception of language acquisition. We explore its performance on a comprehension and a generation task, showing that, over time, the model better understands the processed utterances, generates longer utterances, and better expresses the situation these utterances intend to refer to.
机译:在获取模型的早期阶段中,产生语言的长度和电报样式有限的表示形式和过程很少受到关注。在本文中,我们提出了一个模型,该模型从最小的语言表示形式开始,逐步建立了一个越来越长的抽象语法表示形式(形式+含义对)的清单,以符合基于用法的语言习得概念。我们在理解和生成任务上探索了它的性能,表明随着时间的流逝,该模型可以更好地理解已处理的话语,生成更长的话语,并更好地表达这些话语要引用的情况。

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