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1
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese ...
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AUTOLEX: An Automatic Framework for Linguistic Exploration ...
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3
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties ...
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4
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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5
Tusom2021: A Phonetically Transcribed Speech Dataset from an Endangered Language for Universal Phone Recognition Experiments ...
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6
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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7
Quantifying Cognitive Factors in Lexical Decline ...
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8
Differentiable Allophone Graphs for Language-Universal Speech Recognition ...
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9
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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10
AlloVera: A Multilingual Allophone Database ...
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11
Towards Zero-shot Learning for Automatic Phonemic Transcription ...
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12
Automatic Extraction of Rules Governing Morphological Agreement ...
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13
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods ...
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14
Universal Phone Recognition with a Multilingual Allophone System ...
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15
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks ...
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16
Characterizing Sociolinguistic Variation in the Competing Vaccination Communities ...
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17
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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18
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods
In: Proceedings of the Society for Computation in Linguistics (2020)
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19
Using Interlinear Glosses as Pivot in Low-Resource Multilingual Machine Translation ...
Abstract: We demonstrate a new approach to Neural Machine Translation (NMT) for low-resource languages using a ubiquitous linguistic resource, Interlinear Glossed Text (IGT). IGT represents a non-English sentence as a sequence of English lemmas and morpheme labels. As such, it can serve as a pivot or interlingua for NMT. Our contribution is four-fold. Firstly, we pool IGT for 1,497 languages in ODIN (54,545 glosses) and 70,918 glosses in Arapaho and train a gloss-to-target NMT system from IGT to English, with a BLEU score of 25.94. We introduce a multilingual NMT model that tags all glossed text with gloss-source language tags and train a universal system with shared attention across 1,497 languages. Secondly, we use the IGT gloss-to-target translation as a key step in an English-Turkish MT system trained on only 865 lines from ODIN. Thirdly, we we present five metrics for evaluating extremely low-resource translation when BLEU is no longer sufficient and evaluate the Turkish low-resource system using BLEU and also ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1911.02709
https://arxiv.org/abs/1911.02709
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Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ...
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