Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks. machine-learningnatural-language-processingmachine-translationdialoguenamed-entity-recognitionnlp-tasks ...
nlpnatural-language-processingtext-classificationneural-machine-translationsentiment-classificationnlp-tutorial UpdatedApr 1, 2020 Jupyter Notebook marian-nmt/marian Star1.3k Fast Neural Machine Translation in C++ fastgpucudaneural-machine-translation
The research done on the following machine translation shows a significant achievement in the relevant area. Further it opens a new gateway for improving the research on machine translation. Keywords--Fuzzy Logic, Machine Translation, Machine Learning, NLP, etc.General Term...
This presentation describes an examplebased English-Japanese machine translation system in which an abstract linguistic representation layer is used to extract and store bilingual translation knowledge, transfer patterns between languages, and generate output strings. Abstraction permits structural neutralizations...
nlp论文-《Neural Machine Translation by Jointly Learning to Align and Translate》-基于联合学习对齐和翻译的神经机器翻译(一),程序员大本营,技术文章内容聚合第一站。
Dual Learning for Machine Translation 源码:https://github.com/yistLin/pytorch-dual-learning 本文作者提出了对偶学习可以更高效的利用单语数据。利用这种对偶学习,单语数据可以扮演和平行语料一样的角色,同时减少训练阶段对平行语料的依赖。具体来说,翻译模型的对偶学习可以描述成以下两个agent的游戏。 第一个...
Example: pythonexamples/nlp/machine_translation/create_tarred_parallel_dataset.py\--shared_tokenizer\--clean\--bpe_dropout0.1\--src_fnametrain.tokenized.en\--tgt_fnametrain.tokenized.es\--out_dir/path/to/preproc_dir\--vocab_size32000\--max_seq_length512\--min_seq_length1\--tokens_in_ba...
Machine translation is one of the biggest applications of NLP. Learn about neural machine translation and its implementation in Python using keras.
3 Statistical Machine Translation 3.1 Scoring Phrase Pairs with RNN Encoder–Decoder 3.2 Related Approaches: Neural Networks in Machine Translation Abstract In this paper, we propose a novel neural network model called RNN Encoder– Decoder that consists of two recurrent neural networks (RNN). One RN...
git clone https://github.com/PaddlePaddle/models.gitcdmodels/PaddleNLP/machine_translation/transformer 环境依赖 请参考PaddlePaddle安装说明部分的内容 数据准备 公开数据集:WMT 翻译大赛是机器翻译领域最具权威的国际评测大赛,其中英德翻译任务提供了一个中等规模的数据集,这个数据集是较多论文中使用的数据集,也是 Tr...