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Hits 21 – 40 of 71

21
MuST-Cinema: a Speech-to-Subtitles corpus ...
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22
Low Resource Neural Machine Translation: A Benchmark for Five African Languages ...
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23
Findings of the IWSLT 2020 Evaluation campaign ...
Ansari, Ebrahim; Axelrod, Amittai; Bach, Nguyen. - : Association for Computational Linguistics, 2020
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24
Breeding Gender-aware Direct Speech Translation Systems ...
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25
Machine-oriented NMT Adaptation for Zero-shot NLP tasks: Comparing the Usefulness of Close and Distant Languages ...
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26
APE Shared Task WMT18: Human Post-edits and References Test Data EN-DE PBSMT
Turchi, Marco; Negri, Matteo; Chatterjee, Rajen. - : Fondazione Bruno Kessler, Trento, Italy, 2019
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27
Identification of bilingual terms from monolingual documents for statistical machine translation
Turchi, Marco; Buitelaar, Paul; Giuliano, Claudio. - : Association for Computational Linguistics, 2019
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28
Knowledge portability with semantic expansion of ontology labels
Arcan, Mihael; Turchi, Marco; Buitelaar, Paul. - : Association for Computational Linguistics, 2019
Abstract: Our research focuses on the multilingual enhancement of ontologies that, often represented only in English, need to be translated in different languages to enable knowledge access across languages. Ontology translation is a rather different task then the classic document translation, because ontologies contain highly specific vocabulary and they lack contextual information. For these reasons, to improve automatic ontology translations, we first focus on identifying relevant unambiguous and domain-specific sentences from a large set of generic parallel corpora. Then, we leverage Linked Open Data resources, such as DBPedia, to isolate ontologyspecific bilingual lexical knowledge. In both cases, we take advantage of the semantic information of the labels to select relevant bilingual data with the aim of building an ontology-specific statistical machine translation system. We evaluate our approach on the translation of a medical ontology, translating from English into German. Our experiment shows a significant improvement of around 3 BLEU points compared to a generic as well as a domain-specific translation approach. ; This publication has emanated from research supported in part by a research grant from Science Foundation Ireland (SFI) under Grant Number SFI/12/RC/2289 (Insight) and the European Union supported projects LIDER (ICT-2013.4.1-610782) and MixedEmotions (H2020-644632). ; non-peer-reviewed
Keyword: Knowledge portability; Ontology labels; Semantic expansion
URL: http://hdl.handle.net/10379/14895
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29
Enhancing statistical machine translation with bilingual terminology in a CAT environment
Arcan, Mihael; Turchi, Marco; Tonelli, Sara. - : Association for Machine Translation in the Americas, 2019
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30
Multilingual Neural Machine Translation for Zero-Resource Languages ...
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31
One-To-Many Multilingual End-to-end Speech Translation ...
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32
Adapting Multilingual Neural Machine Translation to Unseen Languages ...
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33
Adapting Multilingual Neural Machine Translation to Unseen Languages ...
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34
Adapting Multilingual Neural Machine Translation to Unseen Languages ...
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35
MuST-C A Multilingual Speech Translation Corpus (Conference slides) ...
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36
Test Data EN-DE MT_PBSMT APE Shared Task WMT18
Turchi, Marco; Negri, Matteo; Chatterjee, Rajen. - : Fondazione Bruno Kessler, Trento, Italy, 2018
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37
Test Data EN-DE MT_NMT APE Shared Task WMT18
Chatterjee, Rajen; Negri, Matteo; Turchi, Marco. - : Fondazione Bruno Kessler, Trento, Italy, 2018
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38
WMT18 APE Shared Task: En-DE NMT Train and Dev Data
Turchi, Marco; Negri, Matteo; Chatterjee, Rajen. - : Fondazione Bruno Kessler, Trento, Italy, 2018
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39
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary ...
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40
Improving Zero-Shot Translation of Low-Resource Languages ...
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