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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

allennlp

An open-source NLP research library, built on PyTorch.

alternating-reader-tf

Iterative Alternating Neural Attention for Machine Reading in Tensorflow

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention-over-attention

Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

attention-over-attention-tf-qa

论文“Attention-over-Attention Neural Networks for Reading Comprehension”中AoA模型实现

awesome-knowledge-distillation

Awesome Knowledge Distillation

bert-pytorch

Google AI 2018 BERT pytorch implementation

bi-att-flow

Bidirectional Attention Flow

ccl_cmrc2017

第一届“讯飞杯”中文机器阅读理解评测参考模型

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

cluedatasetsearch

搜索所有中文NLP数据集，附常用英文NLP数据集

conceptnet5

Code for building ConceptNet from raw data.

coursera_nlp_mc

Coursera Natural Language Processing by Michael Collins Columbia University

dfgn-pytorch

Code for ACL19 paper: Dynamically Fused Graph Network for Multihop Reasoning

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

document-qa

dynamic-coattention-network

Tensorflow implementation of Dynamic Coattention Networks for Question Answering.

esim

Implementation of the ESIM model for natural language inference with PyTorch

gated-attention-reader

Tensorflow/Pytorch implementation of Gated Attention Reader

global-encoding

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

insuranceqa-cnn-lstm

tensorflow and theano cnn code for insurance QA(question Answer matching)

kaggle-web-traffic

1st place solution

kagnet

Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)

ket

The PyTorch code for paper "Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations"

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

magnitude

A fast, efficient universal vector embedding utility package.

memn2n-tensorflow

"End-To-End Memory Networks" in Tensorflow

ml

Implementations of classic Machine Learning algorithms