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rsennrich /subword-nmt

Star2.2k

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

machine-translation segmentation neural-machine-translation nmt subword-units bpe

UpdatedAug 7, 2024
Python

EdinburghNLP /nematus

Star797

Open-Source Neural Machine Translation in Tensorflow

machine-translation neural-machine-translation sequence-to-sequence mt nmt

UpdatedDec 9, 2022
Python

mkiol /dsnote

Star762

Speech Note Linux app. Note taking, reading and translating with offline Speech to Text, Text to Speech and Machine translation.

text-to-speech translator translation offline machine-translation sailfishos tts speech-synthesis speech-recognition speech-to-text nmt linux-desktop stt asr flatpak-applications

UpdatedMar 16, 2025
C++

joeynmt /joeynmt

Star688

Minimalist NMT for educational purposes

education machine-translation transformer seq2seq neural-machine-translation nmt rnn-pytorch seq2seq-pytorch nmt-tutorial transformer-architecture pytorch-transformers nmt-frameworks joey-nmt

UpdatedJan 29, 2024
Python

mozilla /firefox-translations

Star574

Firefox Translations is a webextension that enables client side translations for web browsers.

javascript nlp firefox deep-neural-networks translation webextension nmt

UpdatedSep 4, 2023
JavaScript

shawroad /NLP_pytorch_project

Star561

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

text-classification chatbot mrc text-generation seq2seq nmt ner embedding nlp-pytorch

UpdatedJun 12, 2023
Python

bshao001 /ChatLearner

Star539

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

python deep-learning tensorflow chatbot beam-search sequence-to-sequence nmt tensorflow-chatbot seq2seq-model rule-based nmt-model

UpdatedNov 13, 2019
Python

lvapeab /nmt-keras

Star532

Neural Machine Translation with Keras

machine-learning theano deep-learning tensorflow machine-translation keras transformer gru neural-machine-translation sequence-to-sequence nmt attention-mechanism web-demo attention-model lstm-networks attention-is-all-you-need attention-seq2seq

UpdatedJul 30, 2021
Python

elbayadm /attn2d

Star502

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

nlp pytorch neural-machine-translation nmt fairseq

UpdatedMay 8, 2021
Python

Tixierae /deep_learning_NLP

Star439

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

nlp deep-learning numpy word2vec word-embeddings keras python3 pytorch recurrent-neural-networks attention nmt skipgram doc2vec cnn-keras saliency-map seq2seq-pytorch self-attention document-embeddings hierarchical-attention-network

UpdatedJul 25, 2024
Jupyter Notebook

ufal /neuralmonkey

Star412

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

python nlp deep-learning tensorflow gpu machine-translation neural-networks image-captioning neural-machine-translation sequence-to-sequence mt nmt encoder-decoder

UpdatedApr 28, 2020
Python

ai-forever /ner-bert

Star407

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

python nlp python3 pytorch classification attention transfer-learning nmt ner bert joint-models conll-2003 bilstm-crf pytorch-model atis elmo bert-model ner-task factrueval

UpdatedFeb 3, 2020
Jupyter Notebook

lium-lst /nmtpytorch

Star391

Sequence-to-Sequence Framework in PyTorch

deep-learning cnn pytorch speech-recognition seq2seq neural-machine-translation nmt multimodality asr

UpdatedJan 5, 2023
Jupyter Notebook

jayparks /tf-seq2seq

Star390

Sequence to sequence learning using TensorFlow.

nlp machine-learning natural-language-processing deep-learning neural-network tensorflow seq2seq beam-search neural-machine-translation sequence-to-sequence nmt natural-language-understanding encoder-decoder

UpdatedApr 16, 2018
Python

jonsafari /nmt-list

Star362

A list of Neural MT implementations

deep-learning machine-translation neural-machine-translation sequence-to-sequence mt nmt

UpdatedJul 27, 2022

lc222 /seq2seq_chatbot

Star331

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

tensorflow chatbot seq2seq beam-search nmt attention-mechanism

UpdatedApr 9, 2020
Python

LiyuanLucasLiu /Transformer-Clinic

Star328

Understanding the Difficulty of Training Transformers

transformer nmt initialization wmt

UpdatedMay 31, 2022
Python

facebookresearch /stopes

Star268

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

machine-learning translation machine-translation dataset dataset-generation nmt machine-translation-data-processing

UpdatedJan 22, 2025
Python

ymoslem /OpenNMT-Tutorial

Star160

Neural Machine Translation (NMT) tutorial. Data preprocessing, model training, evaluation, and deployment.

neural-machine-translation opennmt nmt

UpdatedApr 17, 2024
Jupyter Notebook

lium-lst /nmtpy

Star125

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

python theano deep-learning neural-machine-translation nmt neural-mt

UpdatedMar 15, 2018
Python

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