texts = ["Hello, how are you?", "I am learning machine translation.", "Transformers library is amazing!"] translated_texts = batch_translate(texts, tokenizer, model) print("批量翻译结果:", translated_texts) 九、机器翻译的挑战和未来发展 尽管使用Transformers库可以快速搭建翻译系统,但机器翻译的效...
项目地址:https://github.com/susanli2016/NLP-with-Python/blob/master/machine_translation.ipynb 接下来,我们将使用深度神经网络来解决机器翻译问题。我们将展示如何开发一个将英文翻译成法文的神经网络机器翻译模型。该模型将接收英文文本输入同时返回法语译文。更确切地说,我们将构建 4 个模型,它们是: 一个简单的...
项目地址:https://github.com/susanli2016/NLP-with-Python/blob/master/machine_translation.ipynb 接下来,我们将使用深度神经网络来解决机器翻译问题。我们将展示如何开发一个将英文翻译成法文的神经网络机器翻译模型。该模型将接收英文文本输入同时返回法语译文。更确切地说,我们将构建 4 个模型,它们是: 一个简单的...
(2015). Neural machine translation by jointly learning to align and translate. In Proceedings of the 28th international conference on Machine learning (pp. 1476-1484). [9] Gehring, U., Bahdanau, D., Cho, K., & Schwenk, H. (2017). Convolutional sequence to sequence learning. In Proceeding...
项目地址:https://github.com/susanli2016/NLP-with-Python/blob/master/machine_translation.ipynb 接下来,我们将使用深度神经网络来解决机器翻译问题。我们将展示如何开发一个将英文翻译成法文的神经网络机器翻译模型。该模型将接收英文文本输入同时返回法语译文。更确切地说,我们将构建 4 个模型,它们是: ...
Neural Machine Translation by Jointly Learning to Align and Translate 提出背景: 机器翻译又称为自动翻译,是利用计算机将一种自然语言(源语言)转换成另外一种自然(目标语言)语言的过程,本质问题是如何实现两种不同语言之间的等价转换。它是计算语言学的一个分支,是人工智能的终极目标之一,具有重要的科学研究价值。机...
用 Python 做机器学习不得不收藏的重要库 本文为 AI 研习社编译的技术博客，原标题 ：Essential libraries for Machine Learning in Python作者 | Shubhi Asthana翻译 | 就2校对 | 就2 整理 | 菠萝妹原文链接：https://medium.freecodecamp.org/essential-libraries-for-machine-learning-in-python-82a9ada57a...
深度学习的应用, Project: Application with deep learning 第12周 自然语言处理深入NLP-RNN ·机器翻译 seq - to - seq model , Machine Translation I ·机器翻译 seq - to - seq model 2, Machine Translation II ·推荐系统 word - vector, Recommendation I ·推荐系统word - vector 2, Recommendation II...
Institutions who would like to contribute their own Python-based teaching resources to the repository are welcome to do so.Krüger, RalphCurrent Trends in Translation Teaching & Learning E
Machine Translation机器翻译 For a long time now, machine translation (MT) has been the holy grail(圣杯,我想到哈利波特了…哦,那个是火焰杯) of language understanding, ultimately(根本地) seeking to provide high-quality, idiomatic(符合语言习惯的) translation between any pair of languages(翻译是按对...