A method for context-aware translation is provided. The present invention may include receiving a program integrated information file (PII) associated with a graphical user interface object of with a software product. The present invention may also include indexing each element string within the PII ...
In this paper, we present DuTongChuan, a novel context-aware translation model for simultaneous interpreting. This model allows to constantly read streaming text from the Automatic Speech Recognition (ASR) model and simultaneously determine the boundaries of Information Units (IUs) one after another. ...
DuTongChuan,the first industrial speech-to-speech translation system has been deployed and successfully used in Baidu Create 2019 (Baidu AI Developer Conference). It achieves an acceptability of 85.71% for Chinese-English translation, and 86.36% for English-Chinese translation. Moreover, the output s...
2.2. 文档级机器翻译(Document-level Machine Translation) 3. 提出的方法(Proposed Approach) 3.1. 文档级上下文层(Document-level Context Layer) 3.1.1. 分层注意力(Hierarchical Attention) 3.1.2. 扁平注意力(Flat Attention) 3.2. 上下文门控(Context Gating) 3.3. 集成模型 4. 结论(Conclusion) 空白墙 (封...
,s为scale,t为translation,图像的宽高正规化到[-1, 1],生成的区域图像为: 其中i 表示为像素点编号。 三个区域分支的MSCAN模块均为提取全局的特征,再通过FC_loc层提取得到128维的特征,这部分共享参数,之后再通过各自的FC层提取到四个转换参数。提取得到的局部图像规格为96*64。
The team proposes a multimodal context-aware translation framework, which they say is the first to incorporate context information obtained from an image into manga translation. The framework extracts three context types that are useful for multimodal context-aware translation: scene, reading order, and...
// And finally create our Grammars gContext = new Grammar(gbContext); gGeneral = new Grammar(gbGeneral); gResearch = new Grammar(gbResearch); gOffice = new Grammar(gbOffice); gOperations = new Grammar(gbOperations); gMeeting = new Grammar(gbMeeting); gTranslation = new Grammar(gbTran...
Accurately predicting Polyadenylation (Poly(A)) signals isthe key to understand the mechanism of translation regulation and mRNA metabolism. However, exist... Y Guo,C Li,D Zhou,... - 《Neural Networks the Official Journal of the International Neural Network Society》 被引量: 0发表: 2022年 加...
paper reading:NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE 通过联合学习对齐和翻译的神经机器翻译 作者: Dzmitry Bahdanau Jacobs University Bremen, Germany KyungHyun Cho Yoshua Bengio∗ Universite de Montr ´ eal 摘要: 神经机器翻译的目标是建立一个单一的神经网络,可以共同调整...
[11] K. Cho et al., “Learning phrase representations using RNN encoder-decoder for statistical machine translation,” in Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2014, pp. 1724–1734. [12] J. Chung, C. Gulcehre, K. Cho, and Y. Bengio, “Empiric...