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100-nlp-papers

100 Must-Read NLP Papers

15mingit

15分钟学会Git

a3c

Advantage async actor-critic Algorithms (A3C) and Progressive Neural Network implemented by tensorflow.

aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

abcnn

Implmentiaion of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

acm-cheat-sheet

Acm Cheat Sheet

adamw-and-sgdw

Fixing Weight Decay Regularization in Adam

adaptive-softmax

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

adaptive-standout

Replication of the paper "Adaptive dropout for training deep neural networks" using Lasagne.

additive-margin-softmax

This is the implementation of paper <Additive Margin Softmax for Face Verification>

adpredictor

A simple implementation of Microsoft's AdPredictor (http://bit.ly/SFgcq8) in Python

adversarialnetspapers

The classical papers and codes about generative adversarial nets

aerosolve

A machine learning package built for humans.

algs4

Algorithms, 4th edition textbook code and libraries

aliyun-oss-java-sdk

Aliyun OSS SDK for Java

allennlp

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

amazonaccess

Amazon Employee Access Challenge

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

annualreview-complearning

Demonstration code for Liang and Potts 2015

answer-selection

LSTM-based model for answer selection

answer_selection

aqqu

More Accurate Question Answering on Freebase

artify

attentive_convolution

This released code corresponds to paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.

automatickeyphraseextraction

Data for Automatic Keyphrase Extraction Task

avito_context_click_2015

3rd place solution for the Avito Context contest on kaggle.com

awesome-awesomeness

A curated list of awesome awesomeness

awesome-blockchain

收集所有区块链(BlockChain)技术开发相关资料，包括Fabric和Ethereum开发资料

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-courses

:books: List of awesome university courses for learning Computer Science!