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The Top 410 Machine Translation Open Source Projects on Github

Categories > Machine Learning > Machine Translation
Nlp Progress ⭐ 19,448
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.
Tensor2tensor ⭐ 11,820
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Deep Learning Drizzle ⭐ 9,658
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Opennmt Py ⭐ 5,320
Open Source Neural Machine Translation in PyTorch
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
Espnet ⭐ 4,474
End-to-End Speech Processing Toolkit
Nemo ⭐ 3,622
NeMo: a toolkit for conversational AI
Zhihu ⭐ 3,228
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
Spark Nlp ⭐ 2,500
State of the Art Natural Language Processing
Lingvo ⭐ 2,359
Lingvo
Opennmt ⭐ 2,334
Open Source Neural Machine Translation in Torch (deprecated)
Mtbook ⭐ 2,276
《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Mt Reading List ⭐ 2,139
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
Texar ⭐ 2,008
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
Subword Nmt ⭐ 1,629
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
Chinesenlp ⭐ 1,329
Datasets, SOTA results of every fields of Chinese NLP
Opennmt Tf ⭐ 1,282
Neural machine translation and sequence learning using TensorFlow
Bartycrouch ⭐ 1,104
Localization/I18n: Incrementally update/translate your Strings files from .swift, .h, .m(m), .storyboard or .xib files.
Fasttext_multilingual ⭐ 1,075
Multilingual word vectors in 78 languages
Sockeye ⭐ 1,032
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
Turbotransformers ⭐ 993
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Nlg Eval ⭐ 852
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Argos Translate ⭐ 806
Open source neural machine translation in Python. Designed to be used either as a Python library or desktop application. Uses OpenNMT for translations and PyQt for GUI.
Nematus ⭐ 755
Open-Source Neural Machine Translation in Tensorflow
Texar Pytorch ⭐ 688
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/
Cluedatasetsearch ⭐ 674
搜索所有中文NLP数据集，附常用英文NLP数据集
Thumt ⭐ 561
An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
Nmt Keras ⭐ 514
Neural Machine Translation with Keras
Seq2seq ⭐ 502
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
Joeynmt ⭐ 484
Minimalist NMT for educational purposes
Nlp Cube ⭐ 436
Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing
Neuralmonkey ⭐ 385
An open-source tool for sequence learning in NLP built on TensorFlow.
Nmt List ⭐ 350
A list of Neural MT implementations
Sacremoses ⭐ 349
Python port of Moses tokenizer, truecaser and normalizer
Bytenet Tensorflow ⭐ 316
ByteNet for character-level language modelling
Transformer ⭐ 297
A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"
Modernmt ⭐ 243
Neural Adaptive Machine Translation that adapts to context and learns from corrections.
Bleualign ⭐ 210
Machine-Translation-based sentence alignment tool for parallel text
Nonautoreggenprogress ⭐ 203
Tracking the progress in non-autoregressive generation (translation, transcription, etc.)
Bitextor ⭐ 197
Bitextor generates translation memories from multilingual websites
Masakhane Mt ⭐ 176
Machine Translation for Africa
Hardware Aware Transformers ⭐ 175
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Npmt ⭐ 174
Towards Neural Phrase-based Machine Translation
Opus Mt ⭐ 166
Open neural machine translation models and web services
Nspm ⭐ 165
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Deepl Translator ⭐ 165
This module provides promised methods for translating text using DeepL Translator (https://www.deepl.com/translator) undocumented API.
Tokenizer ⭐ 161
Fast and customizable text tokenization library with BPE and SentencePiece support
Manga Image Translator ⭐ 156
Translate manga/image 一键翻译各类图片内文字 https://touhou.ai/imgtrans/
Openkiwi ⭐ 145
Open-Source Machine Translation Quality Estimation in PyTorch
Deeply ⭐ 133
PHP client for the DeepL.com translation API (unofficial)
Awesome Ai Services ⭐ 127
An overview of the AI-as-a-service landscape
Pytorch Dual Learning ⭐ 124
Implementation of Dual Learning NMT on PyTorch
Speechtransprogress ⭐ 117
Tracking the progress in end-to-end speech translation
Attention Mechanisms ⭐ 117
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Seq2seqsharp ⭐ 104
Seq2SeqSharp is a tensor based fast & flexible encoder-decoder deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, many different types of encoders/decoders(Transformer, LSTM, BiLSTM and so on), multi-GPUs supported and so on.
Mt Paper Lists ⭐ 99
MT paper lists (by conference)
Comet ⭐ 98
A Neural Framework for MT Evaluation
Awesome Speech Translation ⭐ 98
En Fr Mlt Tensorflow ⭐ 97
English-French Machine Language Translation in Tensorflow
Opus Mt Train ⭐ 96
Training open neural machine translation models
Niutrans.nmt ⭐ 94
A Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
Distill Bert Textgen ⭐ 90
Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
Niutrans.smt ⭐ 81
NiuTrans.SMT is an open-source statistical machine translation system developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. The NiuTrans system is fully developed in C++ language. So it runs fast and uses less memory. Currently it supports phrase-based, hierarchical phrase-based and syntax-based (string-to-tree, tree-to-string and tree-to-tree) models for research-oriented studies.
Transformers_without_tears ⭐ 79
Transformers without Tears: Improving the Normalization of Self-Attention
Gtos ⭐ 70
Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"
Basiccat ⭐ 68
An open source computer-aided translation tool written in Basic
Softalignments ⭐ 65
Neural macine translation soft alignment visualisations for web and command line
Banglanmt ⭐ 64
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), November 16 - November 20, 2020.
Tai5 Uan5_gian5 Gi2_kang1 Ku7 ⭐ 64
臺灣言語工具
How2 Dataset ⭐ 62
This repository contains code and metadata of How2 dataset
Transformer Pytorch ⭐ 61
A PyTorch implementation of Transformer in "Attention is All You Need"
Mtdata ⭐ 56
A tool that locates, downloads, and extracts machine translation corpora
Jejueo ⭐ 56
Jejueo Datasets for Machine Translation and Speech Synthesis
Sb Nmt ⭐ 52
Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)
Thot ⭐ 52
Thot toolkit for statistical machine translation
Udacity Natural Language Processing Nanodegree ⭐ 50
Tutorials and my solutions to the Udacity NLP Nanodegree
Mtnt ⭐ 48
Code for the collection and analysis of the MTNT dataset
Nlp Tutorial ⭐ 45
自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。
Natural Language Processing ⭐ 44
Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.
Attention Visualization ⭐ 44
Visualization for simple attention and Google's multi-head attention.
Machine Translation ⭐ 41
Attention_is_all_you_need ⭐ 41
Nlp_toolkit ⭐ 41
Library of state-of-the-art models (PyTorch) for NLP tasks
Deep Nlp Resources ⭐ 41
Curated list of all NLP Resources
Bsd ⭐ 40
The Business Scene Dialogue corpus
Extreme Adaptation For Personalized Translation ⭐ 40
Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"
Deepl Translator Cli ⭐ 40
This command line tool delivers text translation capabilities to your console and is powered by DeepL (https://www.deepl.com/translator)
Parsinlu ⭐ 39
Cs224n_learning_note ⭐ 39
Stanford cs224n. 斯坦福2019最新cs224n学习资料 个人学习笔记和解读以及作业解答。 http://web.stanford.edu/class/cs224n/
Indonesian Mt Testdata ⭐ 35
Indonesian Machine Translation test data
Apertium Html Tools ⭐ 35
Web application providing a fully localised interface for text/website/document translation, analysis and generation powered by Apertium.
Inmt ⭐ 33
Interactive Neural Machine Translation tool
Kortok ⭐ 33
The code and models for "An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks" (AACL-IJCNLP 2020)
Parallel Corpora Tools ⭐ 32
Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.
Deepl Rb ⭐ 31
A simple ruby gem for the DeepL API
Yoruba Text ⭐ 30
Yorùbá language training text for NLP, ASR and TTS tasks
Opusfilter ⭐ 30
OpusFilter - Parallel corpus processing toolkit
Video Guided Machine Translation ⭐ 28
Starter code for the VMT task and challenge
Naturallanguageprocessing ⭐ 28
Natural Language Procesing
Intento Api ⭐ 27
A specification and user manual for the Intento API – a single API to Cognitive AI models from many vendors.
1-100 of 410 projects

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