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New corpora enhance scientific machine translation for multiple languages

Researchers have developed new parallel and monolingual corpora specifically for scientific machine translation. These corpora focus on Spanish-English, French-English, and Portuguese-English language pairs, with specialized subsets for Cancer Research, Energy Research, Neuroscience, and Transportation. The created datasets were used to fine-tune general-purpose neural machine translation systems, and the paper details the corpus creation, fine-tuning methods, and evaluation results. AI

影响 Facilitates broader access to scientific research by improving translation quality for specialized terminology.

排序理由 The cluster contains an academic paper detailing the creation of specialized corpora for machine translation in scientific domains. [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CL 阅读 →

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New corpora enhance scientific machine translation for multiple languages

报道来源 [1]

  1. arXiv cs.CL TIER_1 English(EN) · Stelios Piperidis ·

    Enhancing Scientific Discourse: Machine Translation for the Scientific Domain

    The increasing volume of scientific research necessitates effective communication across language barriers. Machine translation (MT) offers a promising solution for accessing international publications. However, the scientific domain presents unique challenges due to its speciali…