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What do complexity measures measure? Correlating and validating corpus-based measures of morphological complexity ...
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Are pre-trained text representations useful for multilingual and multi-dimensional language proficiency modeling? ...
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Environmental factors affect the evolution of linguistic subgroups in Borneo ...
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Disentangling dialects: a neural approach to Indo-Aryan historical phonology and subgrouping ...
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Probing Multilingual BERT for Genetic and Typological Signals ...
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Disentangling dialects: a neural approach to Indo-Aryan historical phonology and subgrouping ...
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Abstract:
This paper seeks to uncover patterns of sound change across Indo-Aryan languages using an LSTM encoder-decoder architecture. We augment our models with embeddings representing language ID, part of speech, and other features such as word embeddings. We find that a highly augmented model shows highest accuracy in predicting held-out forms, and investigate other properties of interest learned by our models’ representations. We outline extensions to this architecture that can better capture variation in Indo-Aryan sound change. ...
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Keyword:
Computational linguistics; Historical linguistics
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URL: https://dx.doi.org/10.17613/jv1s-3577 https://hcommons.org/deposits/item/hc:32795/
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A test of Generalized Bayesian dating: A new linguistic dating method
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In: PLoS One (2020)
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Disentangling dialects: a neural approach to Indo-Aryan historical phonology and subgrouping
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In: Cathcart, Chundra; Rama, Taraka (2020). Disentangling dialects: a neural approach to Indo-Aryan historical phonology and subgrouping. In: Fernández, Raquel; Linzen, Tal. Proceedings of the 24th Conference on Computational Natural Language Learning. Online: Association for Computational Linguistics, 620-630. (2020)
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Towards unsupervised extraction of linguistic typological features from language descriptions ...
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An automated framework for fast cognate detection and Bayesian phylogenetic inference in computational historical linguistics ...
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An automated framework for fast cognate detection and bayesian phylogenetic inference in computational historical linguistics ...
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Towards unsupervised extraction of linguistic typological features from language descriptions - SI ...
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Towards unsupervised extraction of linguistic typological features from language descriptions - SI ...
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