.png){kind=icon}
返回
Machine translation using deep learning for universal networking language based on their structure
.png){kind=icon}
PRE
AI
DOI：10.1007/s13042-021-01317-5.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This paper presents a deep learning-based machine translation (MT) system that translates a sentence of subject-object-verb (SOV) structured language into subject-verb-object (SVO) structured language. This system uses recurrent neural networks (RNNs) and Encodings. Encode embedded RNNs generate a set of numbers from the input sentence, where the second RNNs generate the output from these sets of numbers. Three popular datasets of SOV structured language i.e., EMILLE corpus, Prothom-Alo corpus and Punjabi Monolingual Text Corpus ILCI-II are used as two different case-study to validate. In our experimental case-study 1, for the EMILLE corpus and Prothom-Alo corpus dataset, we have achieved 0.742, 4.11 and 0.18, respectively as Bilingual Evaluation Understudy (BLEU), NIST (metric) and tertiary entrance rank scores. Another case-study for Punjabi Monolingual Text Corpus ILCI-II dataset achieved a BLEU score of 0.75. Our results can be compared with the state-of-the-art results.
Keyword:
Machine translation
Deep learning
Recurrent neural network
Encodings
Sequence-to-sequence learning
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
2.7
论文数:
3.2K
被引数:
5.6K
机构
引用论文
Multiple isoforms of 3 beta-hydroxysteroid dehydrogenase/delta 5-->4-isomerase in mouse tissues: male-specific isoforms are expressed in the gonads and liver.小鼠组织中存在多种3β-羟基类固醇脱氢酶/Δ5→4-异构酶异构体：雄性特异性异构体在性腺和肝脏中表达。
PREAI
分享收藏The Effect of Estrogenic Hormones on Immune Responses in Normal and Irradiated Mice雌激素激素对正常和照射小鼠免疫反应的影响
OAAI
OAAI分享收藏Effect of colchicine on the immunohistochemical localization of somatostatin in the rat brain: light and electron microscopic studies.秋水仙碱对大鼠脑中生长抑素免疫组化定位的影响：光镜和电镜研究。
PREAI
分享收藏Pattern Mining Approaches Used in Sensor-Based Biometric Recognition: A Review.png)
IEEE SENSORS JOURNAL
OAAI
IEEE SENSORS JOURNALIF4.5
OAAI分享收藏
查看更多内容