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61
Can Google Translate Rewire Your L2 English Processing?
In: Resende, Natália orcid:0000-0002-5248-2457 and Way, Andy orcid:0000-0001-5736-5930 (2021) Can Google Translate Rewire Your L2 English Processing? Digital, 1 (1). pp. 66-85. ISSN 2673-6470 (2021)
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62
cushLEPOR uses LABSE distilled knowledge to improve correlation with human translation evaluations
In: Erofeev, Gleb, Sorokina, Irina, Han, Lifeng orcid:0000-0002-3221-2185 and Gladkoff, Serge (2021) cushLEPOR uses LABSE distilled knowledge to improve correlation with human translation evaluations. In: Machine Translation Summit 2021, 16-20 Aug 2021, USA (online). (In Press) (2021)
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63
Translation quality assessment: a brief survey on manual and automatic methods
In: Han, Lifeng orcid:0000-0002-3221-2185 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 and Smeaton, Alan F. orcid:0000-0003-1028-8389 (2021) Translation quality assessment: a brief survey on manual and automatic methods. In: MoTra21: Workshop on Modelling Translation: Translatology in the Digital Age, 31 May- 2 Jun 2021, Rejkjavik, Iceland (Online). (In Press) (2021)
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64
Towards document-level human MT evaluation: On the Issues of annotator agreement, effort and misevaluation
In: Castilho, Sheila orcid:0000-0002-8416-6555 (2021) Towards document-level human MT evaluation: On the Issues of annotator agreement, effort and misevaluation. In: 16th Conference of the European Chapter of the Association for Computational Linguistics - EACL 2021., 19-23 April 2021, Online. (In Press) (2021)
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65
Meta-evaluation of machine translation evaluation methods
In: Han, Lifeng orcid:0000-0002-3221-2185 (2021) Meta-evaluation of machine translation evaluation methods. In: Workshop on Informetric and Scientometric Research (SIG-MET), 23-24 Oct 2021, Online. (2021)
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66
Gender Bias in Neural Translation: a preliminary study ; Biais de genre dans un système de traduction automatique neuronale : une étude préliminaire
In: Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale ; Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-03265895 ; Traitement Automatique des Langues Naturelles, 2021, Lille, France. pp.11-25 ; https://talnrecital2021.inria.fr/ (2021)
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67
Uncovering Machine Translationese Using Corpus Analysis Techniques to Distinguish between Original and Machine­-Translated French
In: ISSN: 1027-8559 ; Translation Quarterly ; https://hal.archives-ouvertes.fr/hal-03406287 ; Translation Quarterly, The Hong Kong Translation Society, 2021, pp.21-45 (2021)
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68
CENTRAL KURDISH MACHINE TRANSLATION: FIRST LARGE SCALE PARALLEL CORPUS AND EXPERIMENTS
In: https://hal.archives-ouvertes.fr/hal-03263105 ; 2021 (2021)
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69
AMODERN 8: TRANSLATION-MACHINATION, GUEST EDITORS' INTRODUCTION
Raley, Rita; Mitchell, Christine. - : eScholarship, University of California, 2021
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70
Multilingual neural architectures for natural language processing ; Architectures neuronales multilingues pour le traitement automatique des langues naturelles
Bardet, Adrien. - : HAL CCSD, 2021
In: https://tel.archives-ouvertes.fr/tel-03199494 ; Informatique et langage [cs.CL]. Université du Maine, 2021. Français. ⟨NNT : 2021LEMA1002⟩ (2021)
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71
Multi-domain Neural Machine Translation ; Traduction automatique neuronale multidomaine
Pham, Minh-Quang. - : HAL CCSD, 2021
In: https://tel.archives-ouvertes.fr/tel-03546910 ; Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG109⟩ (2021)
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72
MultiTraiNMT: training materials to approach neural machine translation from scratch ; MultiTraiNMT: des outils pour se former à la traduction automatique neuronale
In: TRITON 2021 (Translation and Interpreting Technology Online) ; https://hal.archives-ouvertes.fr/hal-03272570 ; TRITON 2021 (Translation and Interpreting Technology Online), Jul 2021, Online, United Kingdom (2021)
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73
Can You Traducir This? Machine Translation for Code-Switched Input
In: Workshop on Computational Approaches to Linguistic Code Switching ; https://hal.archives-ouvertes.fr/hal-03218889 ; Workshop on Computational Approaches to Linguistic Code Switching, Association for Computational Linguistics, Jun 2021, Online, United States (2021)
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74
Improving Machine Translation of Arabic Dialects through Multi-Task Learning
In: 20th International Conference Italian Association for Artificial Intelligence:AIxIA 2021 ; https://hal.archives-ouvertes.fr/hal-03435996 ; 20th International Conference Italian Association for Artificial Intelligence:AIxIA 2021, Dec 2021, MILAN/Virtual, Italy (2021)
Abstract: International audience ; Neural Machine Translation (NMT) systems have been shown to perform impressively on many language pairs compared to Statistical Machine Translation (SMT). However, these systems are data-intensive, which is problematic for the majority of language pairs, and especially for low-resource languages. In this work, we address this issue in the case of certain Arabic dialects, those variants of Modern Standard Arabic (MSA) that are spelling non-standard, morphologically rich, and yet resource-poor variants. Here, we have experimented with several multitasking learning strategies to take advantage of the relationships between these dialects. Despite the simplicity of this idea, empirical results show that several multitasking learning strategies are capable of achieving remarkable performance compared to statistical machine translation. For instance, we obtained the BLUE scores for the Algerian → Modern-Standard-Arabic and the Moroccan → Palestinian of 35.06 and 27.55, respectively, while the scores obtained with a statistical method are 15.1 and 18.91 respectively. We show that on 42 machine translation experiments, and despite the use of a small corpus, multitasking learning achieves better performance than statistical machine translation in 88% of cases.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; Arabic dialects; Lowresource Languages; Machine Translation; Multitask Learning; Neural Network
URL: https://hal.archives-ouvertes.fr/hal-03435996
https://hal.archives-ouvertes.fr/hal-03435996/document
https://hal.archives-ouvertes.fr/hal-03435996/file/Springer_Lecture_Notes_in_Computer_Science__4_.pdf
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75
Few-shot learning through contextual data augmentation
In: EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03121971 ; EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2021, Kiev / Virtual, Ukraine (2021)
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76
'No more rage against the machine': Developing students' "Machine Translation Literacy"
In: EUROCALL2021 ; https://hal.archives-ouvertes.fr/hal-03233263 ; EUROCALL2021, Aug 2021, Paris, France ; https://whova.com/web/euroc1_202108/ (2021)
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77
Editorial. Stronger Than The Pandemic
In: ISSN: 2707-8531 ; Critic ; https://hal.archives-ouvertes.fr/hal-03330446 ; Critic, Association camerounaise de Traductologie, 2021, 2, pp.5-7 ; https://actraductologie.org/critic-2/ (2021)
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78
LISN @ WMT 2021
In: Proceedings of the Sixth Conference on Machine Translation (WMT), ; 6th Conference on Statistical Machine Translation ; https://hal.archives-ouvertes.fr/hal-03430610 ; 6th Conference on Statistical Machine Translation, Association for Computational Linguistics, Nov 2021, Punta Cuna, Dominica ; http://statmt.org/wmt21/program.html (2021)
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79
Machine translation literacy and undergraduate students in applied languages: report on an exploratory study
In: Revista Tradumàtica: tecnologies de la traducció ; https://hal.archives-ouvertes.fr/hal-03506406 ; Revista Tradumàtica: tecnologies de la traducció, 2021, pp.204-225. ⟨10.5565/rev/tradumatica.281⟩ ; https://revistes.uab.cat/tradumatica (2021)
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80
Machine Translation and Gender biases in video game localisation: a corpus-based analysis
In: Colloque interdisciplinaire « Vers une robotique du traduire ? ; https://hal.archives-ouvertes.fr/hal-03466630 ; Colloque interdisciplinaire « Vers une robotique du traduire ?, Sep 2021, Strasbourg, France ; https://robotrad2020.sciencesconf.org/program (2021)
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