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217 search results found

NeMo: a toolkit for conversational AI

TensorFlow Neural Machine Translation Tutorial

Subword Nmt ⭐ 1,937

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Unsupervisedmt ⭐ 1,437

Phrase-Based & Neural Unsupervised Machine Translation

MASS: Masked Sequence to Sequence Pre-training for Language Generation

Joeynmt ⭐ 622

Minimalist NMT for educational purposes

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Nlp_pytorch_project ⭐ 510

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Chatlearner ⭐ 501

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Undreamt ⭐ 421

Unsupervised Neural Machine Translation

Ner Bert ⭐ 392

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Neuralmonkey ⭐ 385

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

Paraphraser ⭐ 381

Sentence paraphrase generation at the sentence level

Canopen ⭐ 372

CANopen for Python

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Nmt Chatbot ⭐ 309

Seq2seq_chatbot ⭐ 286

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam Movie Dialogs

Transformer Clinic ⭐ 262

Understanding the Difficulty of Training Transformers

Bert Nmt ⭐ 216

Dl4mt C2c ⭐ 145

A library for preparing data for machine translation research (monolingual preprocessing, bitext mining, etc.) built by the FAIR NLLB team.

Dl4mt Multi ⭐ 129

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

Pytorch Dual Learning ⭐ 124

Implementation of Dual Learning NMT on PyTorch

Sign Language Transformers (CVPR'20)

Bandit Nmt ⭐ 116

Copynet ⭐ 114

CopyNet Implementation with Tensorflow and nmt

Nmt_gan ⭐ 106

generative adversarial nets for neural machine translation

Nmt Coverage ⭐ 102

Attention-based NMT with a coverage mechanism to indicate whether a source word is translated or not

Njunmt Tf ⭐ 90

An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

Unsupervised Nmt ⭐ 90

Unsupervised neural machine translation; weight sharing; GAN

Stackingbert ⭐ 88

Source code for "Efficient Training of BERT by Progressively Stacking"

Pytorch_nmt ⭐ 86

A neural machine translation model in PyTorch

A simple module consistently outperforms self-attention and Transformer model on main NMT datasets with SoTA performance.

Sequence To Sequence From Scratch ⭐ 76

💬 Sequence to Sequence from Scratch Using Pytorch

Translagent ⭐ 73

Code for Emergent Translation in Multi-Agent Communication

Njunmt Pytorch ⭐ 69

Transformer Aan ⭐ 68

souce code for "Accelerating Neural Transformer via an Average Attention Network"

Neural Sign Language Translation (CVPR'18)

Para Nmt 50m ⭐ 66

Pre-trained models and code and data to train and use models from "Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations"

Softalignments ⭐ 65

Neural macine translation soft alignment visualisations for web and command line

Smiles To Iupac Translator ⭐ 64

Transformer based SMILES to IUPAC Translator

Non-autoregressive Neural Machine Translation (not a full version)

Python 3 library for processing historical English

Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Searnn Open ⭐ 48

Open source implementation of SeaRNN (ICLR 2018, https://openreview.net/forum?id=HkUR_y-RZ)

Asamiasami ⭐ 45

State-Of-The-Art & ready to use mini NLP models for Indian Languages

Decoding platform for machine translation research

Mlpnlp Nmt ⭐ 43

This is a sample code of "LSTM encoder-decoder with attention mechanism" mainly for understanding a recently developed machine translation framework based on deep neural networks.

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)

MT Evaluation in Many Languages via Zero-Shot Paraphrasing

Multilingual Kd Pytorch ⭐ 41

ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation

Sequencing ⭐ 39

A flexible and simple framework for sequence to sequence learning.

Nmt Wizard Docker ⭐ 38

Dockerized NMT frameworks for nmt-wizard

Implementation of TraFix (automatic trainable decompiler based on NMT) as published in ArXiv

T2t_wmt_zhen ⭐ 37

NMT for chinese-english using tensor2tensor

Rnnsearch ⭐ 37

An implementation of attention-based neural machine translation using Pytorch

Multilingual_nmt ⭐ 36

Experiments on Multilingual NMT

Tensorflow implementation of preconditioned stochastic gradient descent

Syntax Awared Nmt ⭐ 32

Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder

Neural Machine Translation with universal Visual Representation (ICLR 2020)

Minimal Nmt ⭐ 31

A minimal nmt example to serve as an seq2seq+attention reference.

Extractive_rc_by_runtime_mt ⭐ 30

Code and datasets of "Multilingual Extractive Reading Comprehension by Runtime Machine Translation"

En Ch Nmt ⭐ 30

a neural machine translation system from english (chinese) to chinese (english) based on 30m parallel data.

Unmt Spr ⭐ 29

Implementation of “Unsupervised Neural Machine Translation with SMT as Posterior Regularization” (AAAI 2019)

Variational Nmt ⭐ 28

Variational Neural Machine Translation System

Source code for variational neural machine translation

Transformer Nmt Chatbot ⭐ 28

Dynet Att ⭐ 27

An attentional NMT model in Dynet

A seq2seq model for neural machine translation.

Soft Contextual Data Augmentation

Implementation in pytorch of SR-NMT https://arxiv.org/abs/1805.04185v1

Relm_unmt ⭐ 26

Python source code for EMNLP 2020 paper "Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT".

Simultaneous NMT/MMT framework in PyTorch

A Pytorch-based Neural Machine Translation Framework for Research

Extremely easy to use sequence to sequence library with attention, for text to text conversion tasks.

Dl4mt Multi Src ⭐ 21

Machine_learning_problems ⭐ 20

This repository contains end-to-end solutions for standard machine learning problems and problem statements shared in interviews

Neural Machine Translation ⭐ 19

Several basic neural machine translation models implemented by PyTorch & TensorFlow

Quality Estimation2 ⭐ 19

机器翻译子任务-翻译质量评价-在BERT模型后面加上Bi-LSTM进行fine-tuning

Easy & Effective Application Framework for PaddlePaddle

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019

Data Rejuvenation ⭐ 18

Implementation of our paper "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation" in EMNLP-2020.

Sentence_similarity ⭐ 18

Sentence Similarity Checker using Encoder Decoder Model

Improving_lexical_choice_in_nmt ⭐ 17

Stable Diffusion Chinese Extend ⭐ 16

A fine tune version of Stable Diffusion model on self-translate 10k diffusiondb Chinese Corpus and "extend" it

Simplenmt ⭐ 16

Document Machine Translation ⭐ 16

This repository present a way to serve a English-to-Hindi machine translation model. It also presents a UI, to convert PDF documents to Hindi Language.

Code for AAAI 2021 paper "Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance"

Contrawsd ⭐ 15

Word sense disambiguation test sets for NMT

2d Lstm Seq2seq ⭐ 15

PyTorch implementation of a 2D-LSTM Seq2Seq Model for NMT.

Gec Pseudodata ⭐ 15

Repository of "An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction" (EMNLP-IJCNLP 2019)

Attention Nmt ⭐ 14

NLP homework:RNN+Attention机器翻译模型, Transormer代码学习

Beam Joint Attention ⭐ 14

semi-autoregressive neural machine translation

Quality Estimation1 ⭐ 14

机器翻译子任务-翻译质量评价-复现 WMT2018 阿里论文结果

Past And Future Nmt ⭐ 14

Implementation of "Modeling Past and Future for Neural Machine Translation"

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