تقرير
Learning Translations via Matrix Completion
| العنوان: | Learning Translations via Matrix Completion |
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| المؤلفون: | Wijaya, Derry, Callahan, Brendan, Hewitt, John, Gao, Jie, Ling, Xiao, Apidianaki, Marianna, Callison-Burch, Chris |
| المصدر: | Volume: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Year: 2017, Pages: 1452-1463 |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computation and Language, I.2.7 |
| الوصف: | Bilingual Lexicon Induction is the task of learning word translations without bilingual parallel corpora. We model this task as a matrix completion problem, and present an effective and extendable framework for completing the matrix. This method harnesses diverse bilingual and monolingual signals, each of which may be incomplete or noisy. Our model achieves state-of-the-art performance for both high and low resource languages. Comment: This is a late posting of an old paper as Google Scholar somehow misses indexing the ACL anthology version of the paper |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.18653/v1/D17-1152 |
| URL الوصول: | http://arxiv.org/abs/2406.13195 |
| رقم الأكسشن: | edsarx.2406.13195 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.18653/v1/D17-1152 |
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