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69 search results found

Espnet ⭐ 7,563

End-to-End Speech Processing Toolkit

Opennmt Py ⭐ 6,449

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Texar ⭐ 2,008

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow

Turbotransformers ⭐ 1,322

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

Sockeye ⭐ 1,190

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

Nlp Paper ⭐ 1,070

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Texar Pytorch ⭐ 711

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/

Joeynmt ⭐ 647

Minimalist NMT for educational purposes

Seq2seq ⭐ 502

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

Deepnlp Course ⭐ 479

Deep NLP Course

Nmt List ⭐ 364

A list of Neural MT implementations

Attention Pytorch ⭐ 264

注意力机制实践

Nonauto Nmt ⭐ 241

PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"

[NeurIPS'22 Spotlight] CoNT: Contrastive Neural Text Generation

Openkiwi ⭐ 145

Open-Source Machine Translation Quality Estimation in PyTorch

Easy Translate ⭐ 128

Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.

Pytorch Dual Learning ⭐ 124

Implementation of Dual Learning NMT on PyTorch

Transformers_without_tears ⭐ 121

Transformers without Tears: Improving the Normalization of Self-Attention

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Pytorch ⭐ 104

PyTorch tutorials A to Z

Nlp_toolkit ⭐ 101

Library of state-of-the-art models (PyTorch) for NLP tasks

Da Transformer ⭐ 95

Official Implementation for the ICML2022 paper "Directed Acyclic Transformer for Non-Autoregressive Machine Translation"

Sequence To Sequence From Scratch ⭐ 76

💬 Sequence to Sequence from Scratch Using Pytorch

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

Pytorch_basic_nmt ⭐ 48

A simple yet strong implementation of neural machine translation in pytorch

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Cnn Encoder Nmt ⭐ 43

Seq2seq Pytorch ⭐ 42

Sequence to Sequence Models in PyTorch

Quasi Rnn ⭐ 42

A PyTorch Implementation of "Quasi-Recurrent Neural Networks"

Machine Translation ⭐ 41

Attention_is_all_you_need ⭐ 41

Rnnsearch ⭐ 37

An implementation of attention-based neural machine translation using Pytorch

Efficient Attention ⭐ 37

[EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling

Rnn Encoder Decoder Pytorch ⭐ 34

RNN Encoder-Decoder in PyTorch

Minimal Nmt ⭐ 31

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

Meta learning for Neural Machine Translation

Variational Nmt ⭐ 28

Variational Neural Machine Translation System

Neural Machine Translation in Pytorch

Torch_study ⭐ 26

torch tutorial and paper implementation mainly about NLP

Reader Translator Generator - NMT toolkit based on pytorch

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

Pytorch_neural_machine_translation_attention ⭐ 24

Neural Machine Translation with Attention (PyTorch)

Simultaneous NMT/MMT framework in PyTorch

Stanford CS224n: Natural Language Processing with Deep Learning, Winter 2020

Neural Machine Translation ⭐ 19

Several basic neural machine translation models implemented by PyTorch & TensorFlow

Witwicky ⭐ 18

Witwicky: An implementation of Transformer in PyTorch.

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation

Fast Seamlessm4t Onnx ⭐ 16

ONNX-compatible Fast SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

Neural Machine Translation with RNN/ConvS2S/Transoformer

Neural Machine Translation ⭐ 13

PyTorch implementation of "Effective Approaches to Attention-based Neural Machine Translation" using scheduled sampling to improve the parameter estimation process.

Neural Machine Translation ⭐ 13

Experiments with different NMT (neural machine translation) models using TensorFlow, Keras.

Tooling to play around with multilingual machine translation for Indian Languages.

Transformer Models From Scratch ⭐ 12

implementing various transformer models for various tasks

Neural Model Translation ⭐ 12

A Chinese to English Neural Model Translation Project

Pytorch Seq2seq Beam Search ⭐ 11

PyTorch implementation for Seq2Seq model with attention and Greedy Search / Beam Search for neural machine translation

Kopitiam ⭐ 11

How to Order Coffee in Singapore?

Transformer Translator Pytorch ⭐ 11

Transformer code in pytorch

Artificial Text Detection ⭐ 10

Python framework for artificial text detection: NLP approaches to compare natural text against generated by neural networks.

Joint Semantic Phonetic Embedding ⭐ 10

We use phonetics as a feature to create a joint semantic-phonetic embedding and improve the neural machine translation between Chinese and Japanese. 🥳

Chapter 9: Attention and Memory Augmented Networks

An NMT framework built on top of Joint Representation

Aevnmt.pt ⭐ 6

PyTorch implementation of Auto-Encoding Variational Neural Machine Translation

Prompt4bli ⭐ 6

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Neural Machine Translation ⭐ 6

State of the art of Neural Machine Translation with PyTorch and TorchText.

Translation ⭐ 5

Neural Machine Translation in PyTorch

Sinkhorn Simultrans ⭐ 5

Implementation of the paper "Anticipation-Free Training for Simultaneous Machine Translation"

Medchat_app ⭐ 5

Tatoeba Mt Benchmark ⭐ 5

Tatoeba machine translation benchmark and implementations of different seq2seq algorithms.

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