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1
Document Sub-structure in Neural Machine Translation
In: Proceedings of the 12th Language Resources and Evaluation Conference ; 12th Language Resources and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-02900568 ; 12th Language Resources and Evaluation Conference, 2020, Marseille, France. pp.3657-3667 (2020)
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2
ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT'20 Metrics Shared Task
In: Proceedings of the 5th Conference on Machine Translation ; 5th Conference on Machine Translation ; https://hal.archives-ouvertes.fr/hal-02981143 ; 5th Conference on Machine Translation, Nov 2020, Online, Unknown Region (2020)
Abstract: International audience ; We describe parBLEU, parCHRF++, and parESIM, which augment baseline metrics with automatically generated paraphrases produced by PRISM (Thompson and Post, 2020a), a multilingual neural machine translation system. We build on recent work studying how to improve BLEU by using diverse automatically paraphrased references (Bawden et al., 2020), extending experiments to the multilingual setting for the WMT2020 metrics shared task and for three base metrics. We compare their capacity to exploit up to 100 additional synthetic references. We find that gains are possible when using additional, automatically paraphrased references, although they are not systematic. However, segment-level correlations, particularly into English, are improved for all three metrics and even with higher numbers of paraphrased references.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; evaluation; machine translation; metrics; paraphrasing
URL: https://hal.archives-ouvertes.fr/hal-02981143/file/Parbleu_system_paper-10.pdf
https://hal.archives-ouvertes.fr/hal-02981143
https://hal.archives-ouvertes.fr/hal-02981143/document
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3
Detecting context-dependent sentences in parallel corpora ; Détection dans des corpus parallèles de phrases dépendantes du contexte
In: 25th Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-01800736 ; 25th Conférence sur le Traitement Automatique des Langues Naturelles, 2018, Rennes, France. pp.393-400 (2018)
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4
Machine Translation of Speech-Like Texts: Strategies for the Inclusion of Context
In: 19es REncontres jeunes Chercheurs en Informatique pour le TAL (RECITAL 2017) ; https://hal.archives-ouvertes.fr/hal-01588152 ; 19es REncontres jeunes Chercheurs en Informatique pour le TAL (RECITAL 2017), Jun 2017, Orléans, France. pp.2497-2502 (2017)
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5
Cross-lingual Pronoun Prediction with Linguistically Informed Features
In: Proceedings of the First Conference on Machine Translation ; First Conference on Machine Translation (WMT '16) ; https://hal.archives-ouvertes.fr/hal-01353862 ; First Conference on Machine Translation (WMT '16), Aug 2016, Berlin, Germany. pp.564--570, ⟨10.18653/v1/W16-2348⟩ (2016)
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