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275 search results found

Tensor2tensor ⭐ 13,701

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

NeMo: a toolkit for conversational AI

Espnet ⭐ 7,563

End-to-End Speech Processing Toolkit

Opennmt Py ⭐ 6,449

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

Seq2seq ⭐ 5,300

A general-purpose encoder-decoder framework for Tensorflow

Manga Image Translator ⭐ 3,225

Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

Argos Translate ⭐ 2,929

Open-source offline translation library written in Python

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

Lingvo ⭐ 2,776

Texar ⭐ 2,008

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

Subword Nmt ⭐ 1,937

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Rl4lms ⭐ 1,911

A modular RL library to fine-tune language models to human preferences

Opennmt Tf ⭐ 1,410

Neural machine translation and sequence learning using TensorFlow

Openseq2seq ⭐ 1,393

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

Nlg Eval ⭐ 1,265

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

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

Bytenet ⭐ 570

A tensorflow implementation of French-to-English machine translation using DeepMind's ByteNet .

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Seq2seq ⭐ 502

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)

Undreamt ⭐ 421

Unsupervised Neural Machine Translation

Opus Mt ⭐ 410

Open neural machine translation models and web services

Neuralmonkey ⭐ 385

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

A Neural Framework for MT Evaluation

Bytenet Tensorflow ⭐ 316

ByteNet for character-level language modelling

Edenai Apis ⭐ 313

Eden AI: simplify the use and deployment of AI technologies by providing a unique API that connects to the best possible AI engines

Bergamot Translator ⭐ 271

Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.

Bitextor ⭐ 260

Bitextor generates translation memories from multilingual websites

Bayling ⭐ 258

“百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型，具有优越的英语/中文能力，在多语言 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Chinese generation, instruction following and multi-turn interaction.

Nonauto Nmt ⭐ 241

PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"

Tokenizer ⭐ 224

Fast and customizable text tokenization library with BPE and SentencePiece support

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

Hardware Aware Transformers ⭐ 175

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Dl4mt Cdec ⭐ 172

eXtensible Neural Machine Translation

Openkiwi ⭐ 145

Open-Source Machine Translation Quality Estimation in PyTorch

The ParroT framework to enhance and regulate the Translation Abilities during Chat based on open-sourced LLMs (e.g., LLaMA-7b, Bloomz-7b1-mt) and human written translation and evaluation data.

Banglanmt ⭐ 132

This 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.

Zero -- A neural machine translation system

Dl4mt Multi ⭐ 129

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.

How2 Dataset ⭐ 125

This repository contains code and metadata of How2 dataset

Pytorch Dual Learning ⭐ 124

Implementation of Dual Learning NMT on PyTorch

MXNet based Neural Machine Translation

Firefox Translations Training ⭐ 122

Training pipelines for Firefox Translations neural machine translation models

Transformers_without_tears ⭐ 121

Transformers without Tears: Improving the Normalization of Self-Attention

A tool that locates, downloads, and extracts machine translation corpora

Nmt_gan ⭐ 106

generative adversarial nets for neural machine translation

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"

Simple Nmt ⭐ 94

This repo contains a simple source code for advanced neural machine translation based on sequence-to-sequence.

Njunmt Tf ⭐ 90

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

Tai5 Uan5_gian5 Gi2_kang1 Ku7 ⭐ 90

臺灣言語工具

Distill Bert Textgen ⭐ 90

Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".

Unsupervised Nmt ⭐ 90

Unsupervised neural machine translation; weight sharing; GAN

Opusfilter ⭐ 88

OpusFilter - Parallel corpus processing toolkit

My Docker scripts and Dockerfile for several frameworks.

Erroranalysis_prompt ⭐ 79

🎁[ChatGPT4MTevaluation] ErrorAnalysis Prompt for MT Evaluation in ChatGPT

Sequence To Sequence From Scratch ⭐ 76

💬 Sequence to Sequence from Scratch Using Pytorch

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

Banglanlg ⭐ 70

This repository contains the official release of the model "BanglaT5" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla".

Smiles To Iupac Translator ⭐ 70

Transformer based SMILES to IUPAC Translator

The implementation of "Learning Deep Transformer Models for Machine Translation"

Nllb Serve ⭐ 66

Meta's "No Language Left Behind" models served as web app and REST API

Word Embeddings For Nmt ⭐ 66

Supplementary material for "When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?" at NAACL 2018

Softalignments ⭐ 65

Neural macine translation soft alignment visualisations for web and command line

Chatgpt4mt ⭐ 65

🎁[ChatGPT4MT] Towards Making the Most of ChatGPT for Machine Translation

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

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

Nlp Guide ⭐ 61

Natural Language Processing (NLP). Covering topics such as Tokenization, Part Of Speech tagging (POS), Machine translation, Named Entity Recognition (NER), Classification, and Sentiment analysis.

Source code to reproduce the results in the ACL 2019 paper "Syntactically Supervised Transformers for Faster Neural Machine Translation"

Bytenet_translation ⭐ 61

A TensorFlow Implementation of Machine Translation In Neural Machine Translation in Linear Time

Lotranslate ⭐ 58

LibreOffice Neural Machine Translation

Jejueo Datasets for Machine Translation and Speech Synthesis

Emnlp 2023 Papers ⭐ 54

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. ⭐ support NLP!

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

Yoruba Text ⭐ 51

Yorùbá language training text for NLP, ASR and TTS tasks

Udacity Natural Language Processing Nanodegree ⭐ 50

Tutorials and my solutions to the Udacity NLP Nanodegree

Code for the collection and analysis of the MTNT dataset

Pytorch_basic_nmt ⭐ 48

A simple yet strong implementation of neural machine translation in pytorch

Good Translation Wrong In Context ⭐ 47

This is a repository with the data and code for the ACL 2019 paper "When a Good Translation is Wrong in Context: ..." and the EMNLP 2019 paper "Context-Aware Monolingual Repair for Neural Machine Translation"

Nlp_notebooks ⭐ 46

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

LaNMT: Latent-variable Non-autoregressive Neural Machine Translation with Deterministic Inference

Extreme Adaptation For Personalized Translation ⭐ 42

Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"

Daspeech ⭐ 42

Code for NeurIPS 2023 paper "DASpeech: Directed Acyclic Transformer for Fast and High-quality Speech-to-Speech Translation".

Seq2seq Pytorch ⭐ 42

Sequence to Sequence Models in PyTorch

Nepali Translator ⭐ 42

Neural Machine Translation on the Nepali-English language pair

Multilingual Kd Pytorch ⭐ 41

ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation

Machine Translation ⭐ 41

Bilingual term extractor

Attention_is_all_you_need ⭐ 41

Parsinlu ⭐ 39

Attention ⭐ 39

Attention based neural machine translation

Efficient Attention ⭐ 37

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

Rnnsearch ⭐ 37

An implementation of attention-based neural machine translation using Pytorch

Hip Hop Seq2seq ⭐ 36

DeeCamp 2018，AI有嘻哈自动写歌词

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