Machine learning methods for small data challenges in molecular science

B Dou, Z Zhu, E Merkurjev, L Ke, L Chen… - Chemical …, 2023 - ACS Publications
Small data are often used in scientific and engineering research due to the presence of
various constraints, such as time, cost, ethics, privacy, security, and technical limitations in …

Influence of artificial intelligence in civil engineering toward sustainable development—a systematic literature review

B Manzoor, I Othman, S Durdyev, S Ismail… - Applied System …, 2021 - mdpi.com
The widespread use of artificial intelligence (AI) in civil engineering has provided civil
engineers with various benefits and opportunities, including a rich data collection …

Experts, errors, and context: A large-scale study of human evaluation for machine translation

M Freitag, G Foster, D Grangier, V Ratnakar… - Transactions of the …, 2021 - direct.mit.edu
Human evaluation of modern high-quality machine translation systems is a difficult problem,
and there is increasing evidence that inadequate evaluation procedures can lead to …

Findings of the 2019 conference on machine translation (WMT19)

L Barrault, O Bojar, MR Costa-Jussa, C Federmann… - 2019 - zora.uzh.ch
This paper presents the results of the premier shared task organized alongside the
Conference on Machine Translation (WMT) 2019. Participants were asked to build machine …

Findings of the 2021 conference on machine translation (WMT21)

A Farhad, A Arkady, B Magdalena, B Ondřej… - Proceedings of the …, 2021 - cris.fbk.eu
This paper presents the results of the news translation task, the multilingual low-resource
translation for Indo-European languages, the triangular translation task, and the automatic …

Results of the WMT20 metrics shared task

N Mathur, J Wei, M Freitag, Q Ma… - Proceedings of the Fifth …, 2020 - aclanthology.org
This paper presents the results of the WMT20 Metrics Shared Task. Participants were asked
to score the outputs of the translation systems competing in the WMT20 News Translation …

Scientific credibility of machine translation research: A meta-evaluation of 769 papers

B Marie, A Fujita, R Rubino - arXiv preprint arXiv:2106.15195, 2021 - arxiv.org
This paper presents the first large-scale meta-evaluation of machine translation (MT). We
annotated MT evaluations conducted in 769 research papers published from 2010 to 2020 …

[图书][B] A short guide to post-editing (Volume 16)

J Nitzke, S Hansen-Schirra - 2021 - library.oapen.org
Artificial intelligence is changing and will continue to change the world we live in. These
changes are also influencing the translation market. Machine translation (MT) systems …

Translation quality assessment: A brief survey on manual and automatic methods

L Han, GJF Jones, AF Smeaton - arXiv preprint arXiv:2105.03311, 2021 - arxiv.org
To facilitate effective translation modeling and translation studies, one of the crucial
questions to address is how to assess translation quality. From the perspectives of accuracy …

[图书][B] Translation tools and technologies

A Rothwell, J Moorkens, M Fernández-Parra, J Drugan… - 2023 - taylorfrancis.com
To trainee translators and established professionals alike, the range of tools and
technologies now available, and the speed with which they change, can seem bewildering …