Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Good PapersI try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Tensorflow ShakespeareNeural machine translation between the writings of Shakespeare and modern English using TensorFlow
ModernmtNeural Adaptive Machine Translation that adapts to context and learns from corrections.
OpennmtOpen Source Neural Machine Translation in Torch (deprecated)
Coursera Deep Learning SpecializationNotes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
NpmtTowards Neural Phrase-based Machine Translation
Mtbook《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
Nspm🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Code Docstring CorpusPreprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.
Marian DevFast Neural Machine Translation in C++ - development repository
Subword NmtUnsupervised Word Segmentation for Neural Machine Translation and Text Generation
Nmtpynmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
Nlp Models TensorflowGathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Opus MtOpen neural machine translation models and web services
PytorchnlpbookCode and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Openseq2seqToolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Pytorch nmtA neural machine translation model in PyTorch
Njunmt TfAn open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Opennmt TfNeural machine translation and sequence learning using TensorFlow
Lang RepsCode accompanying our EMNLP paper Learning Language Representations for Typology Prediction
Nlp TutorialA list of NLP(Natural Language Processing) tutorials
XmunmtAn implementation of RNNsearch using TensorFlow
Na NmtNon-autoregressive Neural Machine Translation (not a full version)
Transformer DynetAn Implementation of Transformer (Attention Is All You Need) in DyNet
Rnn Nmt基于双向RNN,Attention机制的编解码神经机器翻译模型
Nlp Librarycurated collection of papers for the nlp practitioner 📖👩🔬
SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
NmtNeural Machine Translation with RNN/ConvS2S/Transoformer
MarianFast Neural Machine Translation in C++
NematusOpen-Source Neural Machine Translation in Tensorflow
ThumtAn open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
SentencepieceUnsupervised text tokenizer for Neural Network-based text generation.
Opennmt PyOpen Source Neural Machine Translation in PyTorch
Nmt KerasNeural Machine Translation with Keras
JoeynmtMinimalist NMT for educational purposes
NeuralmonkeyAn open-source tool for sequence learning in NLP built on TensorFlow.
NmtpytorchSequence-to-Sequence Framework in PyTorch
Tf Seq2seqSequence to sequence learning using TensorFlow.
Nmt ListA list of Neural MT implementations
banglanmtThis 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.
pytorch basic nmtA simple yet strong implementation of neural machine translation in pytorch
SSANHow Does Selective Mechanism Improve Self-attention Networks?
transformerNeutron: A pytorch based implementation of Transformer and its variants.
RNNSearchAn implementation of attention-based neural machine translation using Pytorch
transformer-sltSign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)
Data-RejuvenationImplementation of our paper "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation" in EMNLP-2020.
ABD-NMTCode for "Asynchronous bidirectional decoding for neural machine translation" (AAAI, 2018)
minimal-nmtA minimal nmt example to serve as an seq2seq+attention reference.
NiuTrans.NMTA Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.