将英文摘要翻译成汉语。



摘要：This paper presents a new approach to machine translation based on neural networks, which is capable of producing high-quality translations of natural language sentences. The approach uses a sequence to sequence model, which consists of an encoder and a decoder, to map an input sentence into an output sentence.
本文提出了一种基于神经网络的机器翻译新方法，能够产生高质量的自然语言句子翻译。该方法采用序列到序列模型，包括编码器和解码器，将输入句子映射为输出句子。