pemywei

Algorithm_Interview_Notes-Chinese-1

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

ai-deadlines

:alarm_clock: AI conference deadline countdowns

AI_Challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

Attention-Mechanisms-paper

注意力机制on自然语言处理文章整理笔记

bert

TensorFlow code and pre-trained models for BERT

bert-use-demo

the demo for bert

deeplearningbook-chinese

Deep Learning Book Chinese Translation

Extract-Edit-Unsupervised-NMT

Code for the paper "Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation"

fast_align

Simple, fast unsupervised word aligner

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

nematus

Open-Source Neural Machine Translation in Tensorflow

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

parallel-corpora-tools

Tools for filtering and cleaning parallel and monolingual corpora

pkuseg-python

python版本：领域细分的中文分词工具，简单易用，跟现有开源工具相比提高了分词的准确率。

PLMpapers

Must-read Papers on pre-trained language models.

RL4NMT

Reinforcement Learning for Neural Machine Translation

sacreBLEU

Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

sockeye

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

tf-var-attention

Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)

transformer-revisit

A simple revisit of Transformer. Share simple ideas.

transformer-xl

translate-1

Translate - a PyTorch Language Library

UNMT-SPR

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

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

UnsupPSE

Unsupervised parallel sentence extraction from comparable corpora

XLM

PyTorch original implementation of Cross-lingual Language Model Pretraining.

XNLI

Evaluating Cross-lingual Sentence Representations