Papers with machine translation tools
Ethical Considerations for Low-resourced Machine Translation (2022.acl-srw)
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| Challenge: | a paper examines the ethical implications of machine translation for low-resourced languages . a value scenario illustrates potential harms that low-rsourced language communities may face . |
| Approach: | They propose to use Armenian as a case study to investigate ethical implications of machine translation for low-resourced languages. |
| Outcome: | The proposed model is based on a value-scenario model of machine translation for low-resourced languages . the model is used to identify potential harms that low-income speakers may face . |
Parallel Corpora for the Biomedical Domain (L18-1)
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| Challenge: | Existing corpora of parallel corporata are being used in the biomedical domain . MT is known to support readers' access to textual documents in a language other than their native language . |
| Approach: | They propose to leverage parallel corpora to implement cross-lingual information retrieval or machine translation tools. |
| Outcome: | The proposed corpus is being used in the biomedical task at the conference on machine translation (WMT'16 and WMT'17) it can be leveraged to provide access to health information in languages other than English. |
LaTeXMT: Machine Translation for LaTeX Documents (2025.emnlp-demos)
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| Challenge: | LaTeXMT is a software solution for structure-preserving, source-to-source translation of LaTex documents. |
| Approach: | They propose a software solution for structure-preserving, source-to-source translation of LaTeX documents . authors propose transformer-based language models which can be trained on plain text . |
| Outcome: | The proposed software is available under the LGPL-3.0 open-source licence and a web version is publicly available. |