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English(EN) Towards English - Mizo Legal Machine Translation: Corpus Creation, Analysis, and Benchmarks

新的英-米佐法律数据集和NLLB模型微调显示了翻译挑战

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员创建了首个英-米佐法律文本平行数据集，包含来自印度法院判决的超过13,000个句子对。研究观察到，法律和官方术语在米佐翻译中经常保留英文，而日常词汇通常会被翻译。在此数据集上微调NLLB 200 1.3B模型将其BLEU分数提高了7.16分，尽管与人工翻译相比，它仍然过度使用英文单词。 AI

影响 为低资源法律翻译建立新基准，可能改善米佐语使用者的司法获取。

排序理由 详细介绍语料库创建和模型性能的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CL 阅读 →

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新的英-米佐法律数据集和NLLB模型微调显示了翻译挑战

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详细介绍语料库创建和模型性能的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.CL TIER_1 English(EN) · Telem Joyson Singh, Sanabam Boyshana, Sanasam Ranbir Singh, Priyankoo Sarmah ·

    迈向英语 - Mizo法律机器翻译：语料库创建、分析与基准测试

    arXiv:2610.29943v1 Announce Type: new Abstract: Indian court proceedings are held in English, so speakers of languages with limited translation technology have limited access to them. We present the first English Mizo parallel dataset of Indian court judgments. It contains 13,168…

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