Papers by Zehui Hao
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information (2020.emnlp-main)
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| Challenge: | Existing pre-training methods are not effective for machine translation tasks. |
| Approach: | They propose a method to pre-train a universal multilingual neural machine translation model . they use random aligned substitution technique to bring words and phrases with similar meanings closer in the representation space. |
| Outcome: | The proposed approach improves translation quality on low, medium, rich resource languages. |
ScholarGraph:a Chinese Knowledge Graph of Chinese Scholars (L18-1)
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| Challenge: | ScholarSpace integrates chinese academic information from chin scholars and science . data integration system needs to be focused on scholars, says dr. s. k. o. j. nielson . |
| Approach: | a data integration system is built to integrate chinese academic information from chin scholars and science. a system can give you an academic portrait about a chinoise scholar with the form of a knowledge graph. |
| Outcome: | a data integration system called ScholarSpace can integrate chinese academic information from chin scholars and science. |