vat nmtImplementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019
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Document TransformerImproving the Transformer translation model with document-level context
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Data-RejuvenationImplementation of our paper "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation" in EMNLP-2020.
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TS3000 TheChatBOTIts a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
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Nlp Models TensorflowGathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
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SSANHow Does Selective Mechanism Improve Self-attention Networks?
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ModernmtNeural Adaptive Machine Translation that adapts to context and learns from corrections.
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NmtpytorchSequence-to-Sequence Framework in PyTorch
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Code Docstring CorpusPreprocessed Python functions and docstrings for automated code documentation (code2doc) and automated code generation (doc2code) tasks.
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zeroZero -- A neural machine translation system
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Word-Level-Eng-Mar-NMTTranslating English sentences to Marathi using Neural Machine Translation
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Openseq2seqToolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
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Attention-VisualizationVisualization for simple attention and Google's multi-head attention.
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bergamot-translatorCross platform C++ library focusing on optimized machine translation on the consumer-grade device.
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JoeynmtMinimalist NMT for educational purposes
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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
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RNNSearchAn implementation of attention-based neural machine translation using Pytorch
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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
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SentencepieceUnsupervised text tokenizer for Neural Network-based text generation.
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Nspm🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
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minimal-nmtA minimal nmt example to serve as an seq2seq+attention reference.
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Subword NmtUnsupervised Word Segmentation for Neural Machine Translation and Text Generation
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Nmt ListA list of Neural MT implementations
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sentencepiece-jniJava JNI wrapper for SentencePiece: unsupervised text tokenizer for Neural Network-based text generation.
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2018-dlslUPC Deep Learning for Speech and Language 2018
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Pytorch nmtA neural machine translation model in PyTorch
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pytorch basic nmtA simple yet strong implementation of neural machine translation in pytorch
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Neural-Machine-TranslationSeveral basic neural machine translation models implemented by PyTorch & TensorFlow
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Nmt KerasNeural Machine Translation with Keras
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DCGCNDensely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)
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bytenet translationA TensorFlow Implementation of Machine Translation In Neural Machine Translation in Linear Time
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ThumtAn open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group
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Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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transformerNeutron: A pytorch based implementation of Transformer and its variants.
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Tensorflow ShakespeareNeural machine translation between the writings of Shakespeare and modern English using TensorFlow
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NeuralmonkeyAn open-source tool for sequence learning in NLP built on TensorFlow.
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OpennmtOpen Source Neural Machine Translation in Torch (deprecated)
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transformer-sltSign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)
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NpmtTowards Neural Phrase-based Machine Translation
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Mtbook《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models
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ABD-NMTCode for "Asynchronous bidirectional decoding for neural machine translation" (AAAI, 2018)
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Ctranslate2Fast inference engine for OpenNMT models
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Tf Seq2seqSequence to sequence learning using TensorFlow.
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Marian DevFast Neural Machine Translation in C++ - development repository
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NiuTrans.NMTA Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
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Nmtpynmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.
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Opennmt PyOpen Source Neural Machine Translation in PyTorch
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Opus MtOpen neural machine translation models and web services
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dynmt-pyNeural machine translation implementation using dynet's python bindings
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PytorchnlpbookCode and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
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Indian ParallelCorpusCurated list of publicly available parallel corpus for Indian Languages
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MT-PreparationMachine Translation (MT) Preparation Scripts
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MarianFast Neural Machine Translation in C++
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NematusOpen-Source Neural Machine Translation in Tensorflow
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Seq2seq.pytorchSequence-to-Sequence learning using PyTorch
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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.
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parallel-corpora-toolsTools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.
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