Papers with named-entity alignment
Creating a Translation Matrix of the Bible’s Names Across 591 Languages (L18-1)
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| Challenge: | In low-resource languages, the Bible is the only significant bilingual, or even monolingual, text available . standard word alignment tools can be noisy, making downstream tasks difficult . a novel resource of 1129 aligned Bible person and place names is developed . |
| Approach: | They propose to use Bible person and place names as a tool for translation and transliteration . they use weighted edit distance, machine translation-based transliterations and affixal induction and transformation models to improve the Bible's output. |
| Outcome: | The proposed model outperforms a widely used word aligner on 97% of test words on multilingual named-entity alignment and translation across 591 languages. |