作为基于层的严格局部依赖的形态策略

Alëna Aksënova, T. Graf, S. Moradi
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引用次数: 28

摘要

人们普遍认为形态依赖在本质上是有限状态的。我们认为形态学表达性的上界要低得多。利用计算音系学的技术结果,我们表明各种形态现象是基于层的严格局部的,并且不属于较弱的子类,如严格局部或严格分段语言。由于基于层的严格局部语言在极限情况下可以从积极文本中学习,这标志着向通用机器学习形态学算法迈出了重要的第一步。此外,对基于层次的严格本地语言的限制解释了从纯粹语言学的角度来看令人困惑的类型学差距。
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Morphotactics as Tier-Based Strictly Local Dependencies
It is commonly accepted that morphological dependencies are finite-state in nature. We argue that the upper bound on morphological expressivity is much lower. Drawing on technical results from computational phonology, we show that a variety of morphotactic phenomena are tierbased strictly local and do not fall into weaker subclasses such as the strictly local or strictly piecewise languages. Since the tier-based strictly local languages are learnable in the limit from positive texts, this marks a first important step towards general machine learning algorithms for morphology. Furthermore, the limitation to tier-based strictly local languages explains typological gaps that are puzzling from a purely linguistic perspective.
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Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectiveness KU-CST at the SIGMORPHON 2020 Task 2 on Unsupervised Morphological Paradigm Completion Linguist vs. Machine: Rapid Development of Finite-State Morphological Grammars Exploring Neural Architectures And Techniques For Typologically Diverse Morphological Inflection SIGMORPHON 2020 Task 0 System Description: ETH Zürich Team
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