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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 Phonemic transcription of low-resource tonal languages Adams, Oliver; Cohn, Trevor; Neubig, Graham... In: ISSN: 1834-7037 ; Australasian Language Technology Association Workshop 2017 ; https://halshs.archives-ouvertes.fr/halshs-01656683 ; Australasian Language Technology Association Workshop 2017, Dec 2017, Brisbane, Australia. pp.53-60 (2017) BASE Show details 2 Learning Language Representations for Typology Prediction ... Malaviya, Chaitanya; Neubig, Graham; Littell, Patrick. - : arXiv, 2017 Abstract: One central mystery of neural NLP is what neural models "know" about their subject matter. When a neural machine translation system learns to translate from one language to another, does it learn the syntax or semantics of the languages? Can this knowledge be extracted from the system to fill holes in human scientific knowledge? Existing typological databases contain relatively full feature specifications for only a few hundred languages. Exploiting the existence of parallel texts in more than a thousand languages, we build a massive many-to-one neural machine translation (NMT) system from 1017 languages into English, and use this to predict information missing from typological databases. Experiments show that the proposed method is able to infer not only syntactic, but also phonological and phonetic inventory features, and improves over a baseline that has access to information about the languages' geographic and phylogenetic neighbors. ... : EMNLP 2017 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1707.09569 https://dx.doi.org/10.48550/arxiv.1707.09569 BASE Hide details 3 CharManteau: Character Embedding Models For Portmanteau Creation ... Gangal, Varun; Jhamtani, Harsh; Neubig, Graham. - : arXiv, 2017 BASE Show details 4 Phonemic transcription of low-resource tonal languages Adams, Oliver; Cohn, Trevor; Neubig, Graham... In: ISSN: 1834-7037 ; Australasian Language Technology Association Workshop 2017 ; https://halshs.archives-ouvertes.fr/halshs-01656683 ; Australasian Language Technology Association Workshop 2017, Dec 2017, Brisbane, Australia. pp.53-60 (2017) BASE Show details 5 Neural Lattice-to-Sequence Models for Uncertain Inputs Sperber, Matthias; Neubig, Graham; Waibel, Alex. - : Association for Computational Linguistics, 2017 BASE Show details

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