Top 101 machine-translation open source projects

Neural Adaptive Machine Translation that adapts to context and learns from corrections.

Open Source Neural Machine Translation in Torch (deprecated)

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Machine-Translation-based sentence alignment tool for parallel text

Lingvo

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Towards Neural Phrase-based Machine Translation

State of the Art Natural Language Processing

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

Open-Source Machine Translation Quality Estimation in PyTorch

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

PHP client for the DeepL.com translation API (unofficial)

This module provides promised methods for translating text using DeepL Translator (https://www.deepl.com/translator) undocumented API.

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Machine Translation for Africa

Implementation of Dual Learning NMT on PyTorch

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Fast and customizable text tokenization library with BPE and SentencePiece support

An overview of the AI-as-a-service landscape

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

搜索所有中文NLP数据集，附常用英文NLP数据集

Tracking the progress in non-autoregressive generation (translation, transcription, etc.)

Open neural machine translation models and web services

MT paper lists (by conference)

English-French Machine Language Translation in Tensorflow

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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.

Neural machine translation and sequence learning using TensorFlow

Transformers without Tears: Improving the Normalization of Self-Attention

Datasets, SOTA results of every fields of Chinese NLP

Tutorials and my solutions to the Udacity NLP Nanodegree

A Neural Framework for MT Evaluation

Thot toolkit for statistical machine translation

Multilingual word vectors in 78 languages

Code for the collection and analysis of the MTNT dataset

Localization/I18n: Incrementally update/translate your Strings files from .swift, .h, .m(m), .storyboard or .xib files.

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

Witwicky: An implementation of Transformer in PyTorch.

Source code and data for the paper "Towards String-to-Tree Neural Machine Translation"

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

Open-Source Neural Machine Translation in Tensorflow

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/

A general-purpose encoder-decoder framework for Tensorflow

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group

Open Source Neural Machine Translation in PyTorch

Neural Machine Translation with Keras

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.

Minimalist NMT for educational purposes

An open-source tool for sequence learning in NLP built on TensorFlow.

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.

End-to-End Speech Processing Toolkit

A list of Neural MT implementations

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

ByteNet for character-level language modelling

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.