尤其Jianpeng Cheng对Shallow Attention Fusion 和 Deep Attention Fusion的区分，代表了Attention机制在NLP里...
deep neural networks ---is now playing a very big role on google translate. modeled after the way neurons connect in the human brain, deep neural networks are the same breed of ai technology that identifies commands spoken into android phones and recognizes people in photos posted to facebook...
雷锋网按：本文作者陈村，剑桥大学自然语言处理（NLP）组， 现为机器学习语义分析工程师。Google Translate作为久负盛名的机器翻译产品，推出10年以来，支持103种语言，一直作为业界的标杆。而在前不久，Google官方对翻译进行一次脱胎换骨的升级——将全产品线的翻译算法换成了基于神经网络的机器翻译系统（Nueural Machi...
2）考虑到机器翻译的用途（网页翻译、辅助翻译等），Google Translate就更不可能替代人工翻译了。将来很有...
Google Translate作为久负盛名的机器翻译产品,推出10年以来,支持103种语言,一直作为业界的标杆。 而在前不久,Google官方对翻译进行一次脱胎换骨的升级——将全产品线的翻译算法换成了基于神经网络的机器翻译系统(Nueural Machine Translation,NMT)。从Google官方发表的博文[1]和技术报告[2]中,我们有机会一窥究竟,这个...
But it is slowly bringing deep neural network to more languages. It's a welcome move and people, especially in developing regions, can benefit from it on a daily-basis. Hindi is the most spoken language in India, while English is still trying to find a balance. With Indians increasingly ...
We present a recurrent encoder-decoder deep neural network architecture that directly translates speech in one language into text in another. The model does not explicitly transcribe the speech into text in the source language, nor does it require supervision from the ground truth source language tra...
Google Translate作为久负盛名的机器翻译产品,推出10年以来,支持103种语言,一直作为业界的标杆。 而在前不久,Google官方对翻译进行一次脱胎换骨的升级——将全产品线的翻译算法换成了基于神经网络的机器翻译系统(Nueural Machine Translation,NMT)。从Google官方发表的博文[1]和技术报告[2]中,我们有机会一窥究竟,这个...
一个Progressive networks 是由单列的网络开始的:a deep neural network having L layers with hidden activationsh(1)ihi(1),其中,ni 是第 i 层的单元个数,以及参数 训练到收敛。 当切换到第二个网络的时候,我们固定住参数 ,并用随机初始化的方式,开始第二个任务,其参数记为 ...
Google Translate [Jan 3, 2017] / 峰哥何峰@简单心理 / Google Translate In late 2016 (Nov.?), Google Translate updated their service. This time incorporating results from DeepMind, i.e. neural network, Deep Learning etc. The updated translation is amazing. In some European language they are ...