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Hits 21 – 38 of 38

21
AlloVera: A Multilingual Allophone Database ...
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22
Towards Minimal Supervision BERT-based Grammar Error Correction ...
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23
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ...
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24
It's not a Non-Issue: Negation as a Source of Error in Machine Translation ...
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25
Automatic Extraction of Rules Governing Morphological Agreement ...
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26
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization ...
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27
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ...
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28
Universal Phone Recognition with a Multilingual Allophone System ...
Abstract: Multilingual models can improve language processing, particularly for low resource situations, by sharing parameters across languages. Multilingual acoustic models, however, generally ignore the difference between phonemes (sounds that can support lexical contrasts in a particular language) and their corresponding phones (the sounds that are actually spoken, which are language independent). This can lead to performance degradation when combining a variety of training languages, as identically annotated phonemes can actually correspond to several different underlying phonetic realizations. In this work, we propose a joint model of both language-independent phone and language-dependent phoneme distributions. In multilingual ASR experiments over 11 languages, we find that this model improves testing performance by 2% phoneme error rate absolute in low-resource conditions. Additionally, because we are explicitly modeling language-independent phones, we can build a (nearly-)universal phone recognizer that, when ... : ICASSP 2020 ...
Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://arxiv.org/abs/2002.11800
https://dx.doi.org/10.48550/arxiv.2002.11800
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29
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020)
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30
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models ...
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31
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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32
Generalized Data Augmentation for Low-Resource Translation ...
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33
Pushing the Limits of Low-Resource Morphological Inflection ...
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34
A Resource for Computational Experiments on Mapudungun ...
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35
Should All Cross-Lingual Embeddings Speak English? ...
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36
Towards Robust Toxic Content Classification ...
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37
A small Griko-Italian speech translation corpus
In: 6th international workshop on spoken language technologies for under-resourced languages(SLTU'18) ; https://hal.archives-ouvertes.fr/hal-01962528 ; 6th international workshop on spoken language technologies for under-resourced languages(SLTU'18), Aug 2018, New Delhi, India (2018)
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38
A case study on using speech-to-translation alignments for language documentation ...
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