JoeynmtMinimalist NMT for educational purposes
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SequenceToSequenceA seq2seq with attention dialogue/MT model implemented by TensorFlow.
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dynmt-pyNeural machine translation implementation using dynet's python bindings
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LingvoLingvo
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Spark NlpState of the Art Natural Language Processing
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SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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Nspm🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
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Seq2seqMinimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
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chatbotSeq2Seq Chatbot with attention mechanism
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beam searchBeam search for neural network sequence to sequence (encoder-decoder) models.
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Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
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esappAn unsupervised Chinese word segmentation tool.
Stars: ✭ 13 (-38.1%)
Transformer Temporal TaggerCode and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging
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OpennmtOpen Source Neural Machine Translation in Torch (deprecated)
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BleualignMachine-Translation-based sentence alignment tool for parallel text
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NpmtTowards Neural Phrase-based Machine Translation
Stars: ✭ 175 (+733.33%)
Mt Reading ListA machine translation reading list maintained by Tsinghua Natural Language Processing Group
Stars: ✭ 2,166 (+10214.29%)
convolutional seq2seqfairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
Stars: ✭ 63 (+200%)
avsr-tf1Audio-Visual Speech Recognition using Sequence to Sequence Models
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tensorflow-chatbot-chinese網頁聊天機器人 | tensorflow implementation of seq2seq model with bahdanau attention and Word2Vec pretrained embedding
Stars: ✭ 50 (+138.1%)
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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DeeplyPHP client for the DeepL.com translation API (unofficial)
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TextSummareimplementing Neural Summarization by Extracting Sentences and Words
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Tensor2tensorLibrary of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
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ibleuA visual and interactive scoring environment for machine translation systems.
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NeuralCodeTranslatorNeural Code Translator provides instructions, datasets, and a deep learning infrastructure (based on seq2seq) that aims at learning code transformations
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SRBCode for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"
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Distill-BERT-TextgenResearch code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
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ModernmtNeural Adaptive Machine Translation that adapts to context and learns from corrections.
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bergamot-translatorCross platform C++ library focusing on optimized machine translation on the consumer-grade device.
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Hardware Aware Transformers[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
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ckipnlpCKIP CoreNLP Toolkits
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seq2seq-autoencoderTheano implementation of Sequence-to-Sequence Autoencoder
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TexarToolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
Stars: ✭ 2,236 (+10547.62%)
sentencepieceR package for Byte Pair Encoding / Unigram modelling based on Sentencepiece
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osdg-toolOSDG is an open-source tool that maps and connects activities to the UN Sustainable Development Goals (SDGs) by identifying SDG-relevant content in any text. The tool is available online at www.osdg.ai. API access available for research purposes.
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OpenkiwiOpen-Source Machine Translation Quality Estimation in PyTorch
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spellSpelling correction and string segmentation written in Go
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Seq2Seq-chatbotTensorFlow Implementation of Twitter Chatbot
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TokenizerFast and customizable text tokenization library with BPE and SentencePiece support
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Deepl TranslatorThis module provides promised methods for translating text using DeepL Translator (https://www.deepl.com/translator) undocumented API.
Stars: ✭ 145 (+590.48%)
OPUS-MT-trainTraining open neural machine translation models
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Masakhane MtMachine Translation for Africa
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SynThaiThai Word Segmentation and Part-of-Speech Tagging with Deep Learning
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Subword NmtUnsupervised Word Segmentation for Neural Machine Translation and Text Generation
Stars: ✭ 1,819 (+8561.9%)
sb-nmtCode for Synchronous Bidirectional Neural Machine Translation (SB-NMT)
Stars: ✭ 66 (+214.29%)
GtosCode for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"
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MTA-LSTM-TensorFlowTensorFlow reimplementation of Topic-to-Essay Generation with Neural Networks.
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apertium-apy📦 Apertium HTTP Server in Python
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NonautoreggenprogressTracking the progress in non-autoregressive generation (translation, transcription, etc.)
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Opus MtOpen neural machine translation models and web services
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