Machine translation is one of the biggest applications of NLP. Learn about neural machine translation and its implementation in Python using keras.
Machine translation is the task of translating a sentence in a source language to a different target language. Results with a * indicate that the mean test score over the the best window based on average dev-set BLEU score over 21 consecutive evaluations is reported as inChen et al. (2018...
nlp 机器翻译Machine Translation 技术标签: nlp 自然语言处理机器翻译Machine Translation 挑战 歧义 词序 指代 Interlingua 翻译中间组件系统,设计非常困难 但是每个语言分解世界概念都有不同的方式 Parallel corpora 平行语料 不同语言之间的句子对,即一种语言的一个句子相应翻译到另一种语言的一个句子,可监督 噪声信道...
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...
Vocabulary Learning via Optimal Transport for Neural Machine TranslationACL 2021 Best Paper ——字节AI Lab Paper: https://arxiv.org/abs/2012.15671 Code: https://github.com/Jingjing-NLP/VOLTAbstract…
nlpnatural-language-processingtext-classificationneural-machine-translationsentiment-classificationnlp-tutorial UpdatedApr 1, 2020 Jupyter Notebook marian-nmt/marian Star1.3k Code Issues Pull requests Discussions Fast Neural Machine Translation in C++
This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), No...
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。
Written as chapter for the textbook Statistical Machine Translation. Used in the JHU Fall 2017 class on machine translation. PDF Abstract Code Edit tensorflow/tensor2tensor official ↳ Quickstart in Colab 16,114 awslabs/sockeye official 1,215 EdinburghNLP/nematus official 797 neulab/x...
Code Edit ictnlp/su4mt official 8 Tasks Edit Machine Translation NMT Sentence Translation Datasets Edit Add Datasets introduced or used in this paper Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results ...