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A Large-Scale Study of Machine Translation in the Turkic Languages ...
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A Prototype Free/Open-Source Morphological Analyser and Generator for Sakha ...
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Evaluating Multiway Multilingual NMT in the Turkic Languages ...
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Do RNN States Encode Abstract Phonological Alternations? ...
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Abstract:
Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.435/ Abstract: Sequence-to-sequence models have delivered impressive results in word formation tasks such as morphological inflection, often learning to model subtle morphophonological details with limited training data. Despite the performance, the opacity of neural models makes it difficult to determine whether complex generalizations are learned, or whether a kind of separate rote memorization of each morphophonological process takes place. To investigate whether complex alternations are simply memorized or whether there is some level of generalization across related sound changes in a sequence-to-sequence model, we perform several experiments on Finnish consonant gradation---a complex set of sound changes triggered in some words by certain suffixes. We find that our models often---though not always---encode 17 different consonant gradation processes in a handful of dimensions in the RNN. We also show that by scaling the ...
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URL: https://dx.doi.org/10.48448/1rrf-8195 https://underline.io/lecture/19744-do-rnn-states-encode-abstract-phonological-alternationsquestion
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A morphological analyser for K’iche’ ; Un analizador morfológico para el idioma k’iche’
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Multi-script morphological transducers and transcribers for seven Turkic languages
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In: Proceedings of the Workshop on Turkic and Languages in Contact with Turkic; Vol 5 (2020); 173-185 ; 2641-3485 (2021)
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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ...
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Dependency analysis of noun incorporation in polysynthetic languages ...
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Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection ...
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